From 41bbc3809fd2061ad82cf38998e6a4ea3f0081fe Mon Sep 17 00:00:00 2001 From: Anirudh Pillai Date: Thu, 17 Oct 2024 11:17:32 +0100 Subject: [PATCH] feat(alerts): Relative alerts (#25423) Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com> --- cypress/e2e/alerts.cy.ts | 37 +- ...-pipeline-node-new-hog-function--light.png | Bin 127359 -> 130134 bytes ...-app-sidepanels--side-panel-docs--dark.png | Bin 149089 -> 140920 bytes ...app-sidepanels--side-panel-docs--light.png | Bin 150602 -> 142645 bytes .../lib/components/Alerts/SnoozeButton.tsx | 43 + .../lib/components/Alerts/alertFormLogic.ts | 36 +- .../components/Alerts/insightAlertsLogic.ts | 20 +- frontend/src/lib/components/Alerts/types.ts | 5 +- .../Alerts/views/EditAlertModal.tsx | 313 ++++--- .../Alerts/views/ManageAlertsModal.tsx | 24 +- .../lib/components/DateFilter/DateFilter.tsx | 3 + .../components/DateFilter/dateFilterLogic.ts | 7 +- .../src/lib/components/DateFilter/types.ts | 1 + frontend/src/queries/schema.json | 26 +- frontend/src/queries/schema.ts | 19 +- latest_migrations.manifest | 2 +- posthog/api/alert.py | 38 + posthog/api/test/test_alert.py | 45 +- ...ertconfiguration_snoozed_until_and_more.py | 46 ++ posthog/models/alert.py | 130 +-- posthog/schema.py | 27 +- posthog/tasks/alerts/checks.py | 389 ++++----- .../tasks/alerts/test/test_alert_checks.py | 25 +- ...erts.py => test_trends_absolute_alerts.py} | 9 +- .../test/test_trends_relative_alerts.py | 775 ++++++++++++++++++ posthog/tasks/alerts/trends.py | 219 +++++ posthog/tasks/alerts/utils.py | 110 +++ posthog/utils.py | 21 +- 28 files changed, 1839 insertions(+), 531 deletions(-) create mode 100644 frontend/src/lib/components/Alerts/SnoozeButton.tsx create mode 100644 posthog/migrations/0491_alertconfiguration_snoozed_until_and_more.py rename posthog/tasks/alerts/test/{test_trend_alerts.py => test_trends_absolute_alerts.py} (95%) create mode 100644 posthog/tasks/alerts/test/test_trends_relative_alerts.py create mode 100644 posthog/tasks/alerts/trends.py create mode 100644 posthog/tasks/alerts/utils.py diff --git a/cypress/e2e/alerts.cy.ts b/cypress/e2e/alerts.cy.ts index b55f1e09b9494..bd6ca01bcb734 100644 --- a/cypress/e2e/alerts.cy.ts +++ b/cypress/e2e/alerts.cy.ts @@ -16,7 +16,8 @@ describe('Alerts', () => { const createAlert = ( name: string = 'Alert name', lowerThreshold: string = '100', - upperThreshold: string = '200' + upperThreshold: string = '200', + condition?: string ): void => { cy.get('[data-attr=more-button]').click() cy.contains('Manage alerts').click() @@ -24,6 +25,13 @@ describe('Alerts', () => { cy.get('[data-attr=alertForm-name]').clear().type(name) cy.get('[data-attr=subscribed-users').click().type('{downarrow}{enter}') + + if (condition) { + cy.get('[data-attr=alertForm-condition').click() + cy.contains(condition).click() + cy.contains('%').click() + } + cy.get('[data-attr=alertForm-lower-threshold').clear().type(lowerThreshold) cy.get('[data-attr=alertForm-upper-threshold').clear().type(upperThreshold) cy.contains('Create alert').click() @@ -39,7 +47,6 @@ describe('Alerts', () => { cy.get('[data-attr=insight-edit-button]').click() cy.get('[data-attr=chart-filter]').click() cy.contains(displayType).click() - cy.get('.insight-empty-state').should('not.exist') cy.get('[data-attr=insight-save-button]').contains('Save').click() cy.url().should('not.include', '/edit') } @@ -69,7 +76,7 @@ describe('Alerts', () => { }) it('Should warn about an alert deletion', () => { - setInsightDisplayTypeAndSave('Number') + setInsightDisplayTypeAndSave('Area chart') createAlert('Alert to be deleted because of a changed insight') @@ -90,4 +97,28 @@ describe('Alerts', () => { cy.contains('Manage alerts').click() cy.contains('Alert to be deleted because of a changed insight').should('not.exist') }) + + it('Should allow create and delete a relative alert', () => { + cy.get('[data-attr=more-button]').click() + // Alerts should be disabled for trends represented with graphs + cy.get('[data-attr=manage-alerts-button]').should('have.attr', 'aria-disabled', 'true') + + setInsightDisplayTypeAndSave('Bar chart') + + createAlert('Alert name', '10', '20', 'increases by') + cy.reload() + + // Check the alert has the same values as when it was created + cy.get('[data-attr=more-button]').click() + cy.contains('Manage alerts').click() + cy.get('[data-attr=alert-list-item]').contains('Alert name').click() + cy.get('[data-attr=alertForm-name]').should('have.value', 'Alert name') + cy.get('[data-attr=alertForm-lower-threshold').should('have.value', '10') + cy.get('[data-attr=alertForm-upper-threshold').should('have.value', '20') + cy.contains('Delete alert').click() + cy.wait(2000) + + cy.reload() + cy.contains('Alert name').should('not.exist') + }) }) diff --git a/frontend/__snapshots__/scenes-app-pipeline--pipeline-node-new-hog-function--light.png 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'd'), DATETIME_FORMAT), + defaultInterval: 'day', + }, + { + key: 'One week from now', + values: ['+1w'], + getFormattedDate: (date: dayjs.Dayjs): string => formatDate(date.add(1, 'w'), DATETIME_FORMAT), + defaultInterval: 'day', + }, + ]} + size="medium" + /> + ) +} diff --git a/frontend/src/lib/components/Alerts/alertFormLogic.ts b/frontend/src/lib/components/Alerts/alertFormLogic.ts index 4230dc9238d01..3c0ab234a8ae1 100644 --- a/frontend/src/lib/components/Alerts/alertFormLogic.ts +++ b/frontend/src/lib/components/Alerts/alertFormLogic.ts @@ -3,7 +3,7 @@ import { forms } from 'kea-forms' import api from 'lib/api' import { lemonToast } from 'lib/lemon-ui/LemonToast/LemonToast' -import { AlertCalculationInterval } from '~/queries/schema' +import { AlertCalculationInterval, AlertConditionType, InsightThresholdType } from '~/queries/schema' import { QueryBasedInsightModel } from '~/types' import type { alertFormLogicType } from './alertFormLogicType' @@ -11,7 +11,7 @@ import { AlertType, AlertTypeWrite } from './types' export type AlertFormType = Pick< AlertType, - 'name' | 'enabled' | 'created_at' | 'threshold' | 'subscribed_users' | 'checks' | 'config' + 'name' | 'enabled' | 'created_at' | 'threshold' | 'condition' | 'subscribed_users' | 'checks' | 'config' > & { id?: AlertType['id'] created_by?: AlertType['created_by'] | null @@ -31,6 +31,8 @@ export const alertFormLogic = kea([ actions({ deleteAlert: true, + snoozeAlert: (snoozeUntil: string) => ({ snoozeUntil }), + clearSnooze: true, }), forms(({ props }) => ({ @@ -47,10 +49,9 @@ export const alertFormLogic = kea([ type: 'TrendsAlertConfig', series_index: 0, }, - threshold: { - configuration: { - absoluteThreshold: {}, - }, + threshold: { configuration: { type: InsightThresholdType.ABSOLUTE, bounds: {} } }, + condition: { + type: AlertConditionType.ABSOLUTE_VALUE, }, subscribed_users: [], checks: [], @@ -61,12 +62,17 @@ export const alertFormLogic = kea([ name: !name ? 'You need to give your alert a name' : undefined, }), submit: async (alert) => { - const payload: Partial = { + const payload: AlertTypeWrite = { ...alert, subscribed_users: alert.subscribed_users?.map(({ id }) => id), insight: props.insightId, } + // absolute value alert can only have absolute threshold + if (payload.condition.type === AlertConditionType.ABSOLUTE_VALUE) { + payload.threshold.configuration.type = InsightThresholdType.ABSOLUTE + } + try { if (alert.id === undefined) { const updatedAlert: AlertType = await api.alerts.create(payload) @@ -101,5 +107,21 @@ export const alertFormLogic = kea([ await api.alerts.delete(values.alertForm.id) props.onEditSuccess() }, + snoozeAlert: async ({ snoozeUntil }) => { + // resolution only allowed on created alert (which will have alertId) + if (!values.alertForm.id) { + throw new Error("Cannot resolve alert that doesn't exist") + } + await api.alerts.update(values.alertForm.id, { snoozed_until: snoozeUntil }) + props.onEditSuccess() + }, + clearSnooze: async () => { + // resolution only allowed on created alert (which will have alertId) + if (!values.alertForm.id) { + throw new Error("Cannot resolve alert that doesn't exist") + } + await api.alerts.update(values.alertForm.id, { snoozed_until: null }) + props.onEditSuccess() + }, })), ]) diff --git a/frontend/src/lib/components/Alerts/insightAlertsLogic.ts b/frontend/src/lib/components/Alerts/insightAlertsLogic.ts index dd6a09a29d08c..6bca4dc317fa1 100644 --- a/frontend/src/lib/components/Alerts/insightAlertsLogic.ts +++ b/frontend/src/lib/components/Alerts/insightAlertsLogic.ts @@ -3,7 +3,7 @@ import { loaders } from 'kea-loaders' import api from 'lib/api' import { insightVizDataLogic } from 'scenes/insights/insightVizDataLogic' -import { GoalLine } from '~/queries/schema' +import { GoalLine, InsightThresholdType } from '~/queries/schema' import { getBreakdown, isInsightVizNode, isTrendsQuery } from '~/queries/utils' import { InsightLogicProps } from '~/types' @@ -65,21 +65,27 @@ export const insightAlertsLogic = kea([ (s) => [s.alerts], (alerts: AlertType[]): GoalLine[] => alerts.flatMap((alert) => { - const thresholds = [] + if ( + alert.threshold.configuration.type !== InsightThresholdType.ABSOLUTE || + !alert.threshold.configuration.bounds + ) { + return [] + } - const absoluteThreshold = alert.threshold.configuration.absoluteThreshold + const bounds = alert.threshold.configuration.bounds - if (absoluteThreshold?.upper !== undefined) { + const thresholds = [] + if (bounds?.upper !== undefined) { thresholds.push({ label: `${alert.name} Upper Threshold`, - value: absoluteThreshold?.upper, + value: bounds?.upper, }) } - if (absoluteThreshold?.lower !== undefined) { + if (bounds?.lower !== undefined) { thresholds.push({ label: `${alert.name} Lower Threshold`, - value: absoluteThreshold?.lower, + value: bounds?.lower, }) } diff --git a/frontend/src/lib/components/Alerts/types.ts b/frontend/src/lib/components/Alerts/types.ts index 864c2a2321909..4641d7fe0728f 100644 --- a/frontend/src/lib/components/Alerts/types.ts +++ b/frontend/src/lib/components/Alerts/types.ts @@ -12,6 +12,7 @@ export type AlertConfig = TrendsAlertConfig export interface AlertTypeBase { name: string condition: AlertCondition + threshold: { configuration: InsightThreshold } enabled: boolean insight: QueryBasedInsightModel config: AlertConfig @@ -20,6 +21,7 @@ export interface AlertTypeBase { export interface AlertTypeWrite extends Omit { subscribed_users: number[] insight: number + snoozed_until?: string | null } export interface AlertCheck { @@ -33,7 +35,7 @@ export interface AlertCheck { export interface AlertType extends AlertTypeBase { id: string subscribed_users: UserBasicType[] - threshold: { configuration: InsightThreshold } + condition: AlertCondition created_by: UserBasicType created_at: string state: AlertState @@ -41,4 +43,5 @@ export interface AlertType extends AlertTypeBase { last_checked_at: string checks: AlertCheck[] calculation_interval: AlertCalculationInterval + snoozed_until?: string } diff --git a/frontend/src/lib/components/Alerts/views/EditAlertModal.tsx b/frontend/src/lib/components/Alerts/views/EditAlertModal.tsx index 9a0c568bda465..b3c63ea6973e6 100644 --- a/frontend/src/lib/components/Alerts/views/EditAlertModal.tsx +++ b/frontend/src/lib/components/Alerts/views/EditAlertModal.tsx @@ -1,22 +1,24 @@ -import { LemonBanner, LemonCheckbox, LemonInput, LemonSelect, SpinnerOverlay } from '@posthog/lemon-ui' +import { LemonCheckbox, LemonInput, LemonSegmentedButton, LemonSelect, SpinnerOverlay } from '@posthog/lemon-ui' import { useActions, useValues } from 'kea' import { Form, Group } from 'kea-forms' import { AlertStateIndicator } from 'lib/components/Alerts/views/ManageAlertsModal' import { MemberSelectMultiple } from 'lib/components/MemberSelectMultiple' import { TZLabel } from 'lib/components/TZLabel' import { UserActivityIndicator } from 'lib/components/UserActivityIndicator/UserActivityIndicator' +import { dayjs } from 'lib/dayjs' import { IconChevronLeft } from 'lib/lemon-ui/icons' import { LemonButton } from 'lib/lemon-ui/LemonButton' import { LemonField } from 'lib/lemon-ui/LemonField' import { LemonModal } from 'lib/lemon-ui/LemonModal' -import { alphabet } from 'lib/utils' +import { alphabet, formatDate } from 'lib/utils' import { trendsDataLogic } from 'scenes/trends/trendsDataLogic' -import { AlertCalculationInterval } from '~/queries/schema' +import { AlertCalculationInterval, AlertConditionType, AlertState, InsightThresholdType } from '~/queries/schema' import { InsightShortId, QueryBasedInsightModel } from '~/types' import { alertFormLogic } from '../alertFormLogic' import { alertLogic } from '../alertLogic' +import { SnoozeButton } from '../SnoozeButton' import { AlertType } from '../types' export function AlertStateTable({ alert }: { alert: AlertType }): JSX.Element | null { @@ -27,7 +29,8 @@ export function AlertStateTable({ alert }: { alert: AlertType }): JSX.Element | return (

- Current status {alert.state} + Current status - {alert.state} + {alert.snoozed_until && ` until ${formatDate(dayjs(alert?.snoozed_until), 'MMM D, HH:mm')}`}{' '}

@@ -78,11 +81,11 @@ export function EditAlertModal({ const formLogicProps = { alert, insightId, onEditSuccess } const formLogic = alertFormLogic(formLogicProps) const { alertForm, isAlertFormSubmitting, alertFormChanged } = useValues(formLogic) - const { deleteAlert } = useActions(formLogic) + const { deleteAlert, snoozeAlert, clearSnooze } = useActions(formLogic) const { setAlertFormValue } = useActions(formLogic) const trendsLogic = trendsDataLogic({ dashboardItemId: insightShortId }) - const { alertSeries, breakdownFilter } = useValues(trendsLogic) + const { alertSeries, isNonTimeSeriesDisplay } = useValues(trendsLogic) const creatingNewAlert = alertForm.id === undefined @@ -107,112 +110,220 @@ export function EditAlertModal({ -
- {alert?.created_by ? ( - - ) : null} - - - - - - - - - - {breakdownFilter && ( - - - Alerts on insights with breakdowns alert when any of the breakdown values - breaches the threshold - - - )} - - - - ({ - label: `${alphabet[index]} - ${event}`, - value: index, - }))} - /> - - - - - ['hourly', 'daily'].includes(interval)) - .map((interval) => ({ - label: interval, - value: interval, - }))} - /> - - - - - - +
+
+
+ + - - + - - +
+ {alert?.created_by ? ( + + ) : null} +
- u.id) ?? []} - idKey="id" - onChange={(value) => setAlertFormValue('subscribed_users', value)} - /> +
+

Definition

+
+
+
When
+ + + ({ + label: `${alphabet[index]} - ${event}`, + value: index, + }))} + /> + + + + + + + +
+
+
less than
+ + + setAlertFormValue('threshold', { + configuration: { + type: alertForm.threshold.configuration.type, + bounds: { + ...alertForm.threshold.configuration.bounds, + lower: + value && + alertForm.threshold.configuration.type === + InsightThresholdType.PERCENTAGE + ? value / 100 + : value, + }, + }, + }) + } + /> + +
or more than
+ + + setAlertFormValue('threshold', { + configuration: { + type: alertForm.threshold.configuration.type, + bounds: { + ...alertForm.threshold.configuration.bounds, + upper: + value && + alertForm.threshold.configuration.type === + InsightThresholdType.PERCENTAGE + ? value / 100 + : value, + }, + }, + }) + } + /> + + {alertForm.condition.type !== AlertConditionType.ABSOLUTE_VALUE && ( + + + + + + )} +
+
+
+ {alertForm.condition.type === AlertConditionType.ABSOLUTE_VALUE + ? 'check' + : 'compare'} +
+ + ({ + label: interval, + value: interval, + }))} + /> + +
and notify
+
+ u.id) ?? []} + idKey="id" + onChange={(value) => setAlertFormValue('subscribed_users', value)} + /> +
+
+
+
{alert && }
- {!creatingNewAlert ? ( - - Delete alert - - ) : null} +
+ {!creatingNewAlert ? ( + + Delete alert + + ) : null} + {!creatingNewAlert && alert?.state === AlertState.FIRING ? ( + + ) : null} + {!creatingNewAlert && alert?.state === AlertState.SNOOZED ? ( + + Clear snooze + + ) : null} +
- - Cancel - - -
- ) : ( + return alert.state === AlertState.FIRING ? ( + ) : ( + + + ) } @@ -32,7 +32,9 @@ interface AlertListItemProps { } export function AlertListItem({ alert, onClick }: AlertListItemProps): JSX.Element { - const absoluteThreshold = alert.threshold?.configuration?.absoluteThreshold + const bounds = alert.threshold?.configuration?.bounds + const isPercentage = alert.threshold?.configuration.type === InsightThresholdType.PERCENTAGE + return (
@@ -42,9 +44,11 @@ export function AlertListItem({ alert, onClick }: AlertListItemProps): JSX.Eleme {alert.enabled ? (
- {absoluteThreshold?.lower && `Low ${absoluteThreshold.lower}`} - {absoluteThreshold?.lower && absoluteThreshold?.upper ? ' · ' : ''} - {absoluteThreshold?.upper && `High ${absoluteThreshold.upper}`} + {bounds?.lower && + `Low ${isPercentage ? bounds.lower * 100 : bounds.lower}${isPercentage ? '%' : ''}`} + {bounds?.lower && bounds?.upper ? ' · ' : ''} + {bounds?.upper && + `High ${isPercentage ? bounds.upper * 100 : bounds.upper}${isPercentage ? '%' : ''}`}
) : (
Disabled
diff --git a/frontend/src/lib/components/DateFilter/DateFilter.tsx b/frontend/src/lib/components/DateFilter/DateFilter.tsx index e8597357d3e58..d3a35d762b144 100644 --- a/frontend/src/lib/components/DateFilter/DateFilter.tsx +++ b/frontend/src/lib/components/DateFilter/DateFilter.tsx @@ -38,6 +38,7 @@ export interface DateFilterProps { dropdownPlacement?: Placement /* True when we're not dealing with ranges, but a single date / relative date */ isFixedDateMode?: boolean + placeholder?: string } interface RawDateFilterProps extends DateFilterProps { dateFrom?: string | null | dayjs.Dayjs @@ -62,6 +63,7 @@ export function DateFilter({ max, isFixedDateMode = false, allowedRollingDateOptions, + placeholder, }: RawDateFilterProps): JSX.Element { const key = useRef(uuid()).current const logicProps: DateFilterLogicProps = { @@ -72,6 +74,7 @@ export function DateFilter({ dateOptions, isDateFormatted, isFixedDateMode, + placeholder, } const { open, diff --git a/frontend/src/lib/components/DateFilter/dateFilterLogic.ts b/frontend/src/lib/components/DateFilter/dateFilterLogic.ts index 0a1f3680dbc1b..7d8593963d7b7 100644 --- a/frontend/src/lib/components/DateFilter/dateFilterLogic.ts +++ b/frontend/src/lib/components/DateFilter/dateFilterLogic.ts @@ -112,8 +112,9 @@ export const dateFilterLogic = kea([ s.isFixedDate, s.dateOptions, (_, p) => p.isFixedDateMode, + (_, p) => p.placeholder, ], - (dateFrom, dateTo, isFixedRange, isDateToNow, isFixedDate, dateOptions, isFixedDateMode) => + (dateFrom, dateTo, isFixedRange, isDateToNow, isFixedDate, dateOptions, isFixedDateMode, placeholder) => isFixedRange ? formatDateRange(dayjs(dateFrom), dayjs(dateTo)) : isDateToNow @@ -123,7 +124,9 @@ export const dateFilterLogic = kea([ : dateFilterToText( dateFrom, dateTo, - isFixedDateMode ? SELECT_FIXED_VALUE_PLACEHOLDER : NO_OVERRIDE_RANGE_PLACEHOLDER, + isFixedDateMode + ? placeholder ?? SELECT_FIXED_VALUE_PLACEHOLDER + : NO_OVERRIDE_RANGE_PLACEHOLDER, dateOptions, false ), diff --git a/frontend/src/lib/components/DateFilter/types.ts b/frontend/src/lib/components/DateFilter/types.ts index 3ebdb781b7c8c..2e95131e9cb34 100644 --- a/frontend/src/lib/components/DateFilter/types.ts +++ b/frontend/src/lib/components/DateFilter/types.ts @@ -17,6 +17,7 @@ export type DateFilterLogicProps = { dateOptions?: DateMappingOption[] isDateFormatted?: boolean isFixedDateMode?: boolean + placeholder?: string } export const CUSTOM_OPTION_KEY = 'Custom' diff --git a/frontend/src/queries/schema.json b/frontend/src/queries/schema.json index 266ca1ec918be..3e3645da4a059 100644 --- a/frontend/src/queries/schema.json +++ b/frontend/src/queries/schema.json @@ -401,10 +401,20 @@ }, "AlertCondition": { "additionalProperties": false, + "properties": { + "type": { + "$ref": "#/definitions/AlertConditionType" + } + }, + "required": ["type"], "type": "object" }, + "AlertConditionType": { + "enum": ["absolute_value", "relative_increase", "relative_decrease"], + "type": "string" + }, "AlertState": { - "enum": ["Firing", "Not firing", "Errored"], + "enum": ["Firing", "Not firing", "Errored", "Snoozed"], "type": "string" }, "AnyDataNode": { @@ -6908,12 +6918,20 @@ "InsightThreshold": { "additionalProperties": false, "properties": { - "absoluteThreshold": { - "$ref": "#/definitions/InsightsThresholdAbsolute" + "bounds": { + "$ref": "#/definitions/InsightsThresholdBounds" + }, + "type": { + "$ref": "#/definitions/InsightThresholdType" } }, + "required": ["type"], "type": "object" }, + "InsightThresholdType": { + "enum": ["absolute", "percentage"], + "type": "string" + }, "InsightVizNode": { "additionalProperties": false, "properties": { @@ -7216,7 +7234,7 @@ "required": ["kind"], "type": "object" }, - "InsightsThresholdAbsolute": { + "InsightsThresholdBounds": { "additionalProperties": false, "properties": { "lower": { diff --git a/frontend/src/queries/schema.ts b/frontend/src/queries/schema.ts index e156f17d82b5d..17e84a783f3e9 100644 --- a/frontend/src/queries/schema.ts +++ b/frontend/src/queries/schema.ts @@ -1975,25 +1975,38 @@ export interface DashboardFilter { properties?: AnyPropertyFilter[] | null } -export interface InsightsThresholdAbsolute { +export interface InsightsThresholdBounds { lower?: number upper?: number } +export enum InsightThresholdType { + ABSOLUTE = 'absolute', + PERCENTAGE = 'percentage', +} + export interface InsightThreshold { - absoluteThreshold?: InsightsThresholdAbsolute - // More types of thresholds or conditions can be added here + type: InsightThresholdType + bounds?: InsightsThresholdBounds +} + +export enum AlertConditionType { + ABSOLUTE_VALUE = 'absolute_value', // default alert, checks absolute value of current interval + RELATIVE_INCREASE = 'relative_increase', // checks increase in value during current interval compared to previous interval + RELATIVE_DECREASE = 'relative_decrease', // checks decrease in value during current interval compared to previous interval } export interface AlertCondition { // Conditions in addition to the separate threshold // TODO: Think about things like relative thresholds, rate of change, etc. + type: AlertConditionType } export enum AlertState { FIRING = 'Firing', NOT_FIRING = 'Not firing', ERRORED = 'Errored', + SNOOZED = 'Snoozed', } export enum AlertCalculationInterval { diff --git a/latest_migrations.manifest b/latest_migrations.manifest index 10975c68f9aa3..66fcab590d608 100644 --- a/latest_migrations.manifest +++ b/latest_migrations.manifest @@ -5,7 +5,7 @@ contenttypes: 0002_remove_content_type_name ee: 0016_rolemembership_organization_member otp_static: 0002_throttling otp_totp: 0002_auto_20190420_0723 -posthog: 0490_dashboard_variables +posthog: 0491_alertconfiguration_snoozed_until_and_more sessions: 0001_initial social_django: 0010_uid_db_index two_factor: 0007_auto_20201201_1019 diff --git a/posthog/api/alert.py b/posthog/api/alert.py index 19611889c6662..707db62140c4a 100644 --- a/posthog/api/alert.py +++ b/posthog/api/alert.py @@ -16,6 +16,9 @@ from posthog.schema import AlertState from posthog.api.insight import InsightBasicSerializer +from posthog.utils import relative_date_parse +from zoneinfo import ZoneInfo + class ThresholdSerializer(serializers.ModelSerializer): class Meta: @@ -73,6 +76,11 @@ def validate(self, data): return data +class RelativeDateTimeField(serializers.DateTimeField): + def to_internal_value(self, data): + return data + + class AlertSerializer(serializers.ModelSerializer): created_by = UserBasicSerializer(read_only=True) checks = AlertCheckSerializer(many=True, read_only=True) @@ -84,6 +92,7 @@ class AlertSerializer(serializers.ModelSerializer): write_only=True, allow_empty=False, ) + snoozed_until = RelativeDateTimeField(allow_null=True, required=False) class Meta: model = AlertConfiguration @@ -104,6 +113,7 @@ class Meta: "checks", "config", "calculation_interval", + "snoozed_until", ] read_only_fields = [ "id", @@ -149,6 +159,28 @@ def create(self, validated_data: dict) -> AlertConfiguration: return instance def update(self, instance, validated_data): + if "snoozed_until" in validated_data: + snoozed_until_param = validated_data.pop("snoozed_until") + + if snoozed_until_param is None: + instance.state = AlertState.NOT_FIRING + instance.snoozed_until = None + else: + # always store snoozed_until as UTC time + # as we look at current UTC time to check when to run alerts + snoozed_until = relative_date_parse(snoozed_until_param, ZoneInfo("UTC"), increase=True) + instance.state = AlertState.SNOOZED + instance.snoozed_until = snoozed_until + + AlertCheck.objects.create( + alert_configuration=instance, + calculated_value=None, + condition=instance.condition, + targets_notified={}, + state=instance.state, + error=None, + ) + conditions_or_threshold_changed = False threshold_data = validated_data.pop("threshold", None) @@ -183,6 +215,12 @@ def update(self, instance, validated_data): return super().update(instance, validated_data) + def validate_snoozed_until(self, value): + if value is not None and not isinstance(value, str): + raise ValidationError("snoozed_until has to be passed in string format") + + return value + def validate_insight(self, value): if value and not are_alerts_supported_for_insight(value): raise ValidationError("Alerts are not supported for this insight.") diff --git a/posthog/api/test/test_alert.py b/posthog/api/test/test_alert.py index e1a1fcaccd836..4c56520f15027 100644 --- a/posthog/api/test/test_alert.py +++ b/posthog/api/test/test_alert.py @@ -6,6 +6,10 @@ from posthog.test.base import APIBaseTest, QueryMatchingTest from posthog.models.team import Team +from posthog.schema import InsightThresholdType, AlertState +from posthog.models import AlertConfiguration +from posthog.models.alert import AlertCheck +from datetime import datetime class TestAlert(APIBaseTest, QueryMatchingTest): @@ -33,7 +37,7 @@ def test_create_and_delete_alert(self) -> None: ], "config": {"type": "TrendsAlertConfig", "series_index": 0}, "name": "alert name", - "threshold": {"configuration": {}}, + "threshold": {"configuration": {"type": InsightThresholdType.ABSOLUTE, "bounds": {}}}, "calculation_interval": "daily", } response = self.client.post(f"/api/projects/{self.team.id}/alerts", creation_request) @@ -52,13 +56,14 @@ def test_create_and_delete_alert(self) -> None: "state": "Not firing", "config": {"type": "TrendsAlertConfig", "series_index": 0}, "threshold": { - "configuration": {}, + "configuration": {"type": InsightThresholdType.ABSOLUTE, "bounds": {}}, "created_at": mock.ANY, "id": mock.ANY, "name": "", }, "last_checked_at": None, "next_check_at": None, + "snoozed_until": None, } assert response.status_code == status.HTTP_201_CREATED, response.content assert response.json() == expected_alert_json @@ -107,7 +112,7 @@ def test_create_and_list_alert(self) -> None: "subscribed_users": [ self.user.id, ], - "threshold": {"configuration": {}}, + "threshold": {"configuration": {"type": InsightThresholdType.ABSOLUTE, "bounds": {}}}, "name": "alert name", } alert = self.client.post(f"/api/projects/{self.team.id}/alerts", creation_request).json() @@ -133,7 +138,7 @@ def test_alert_limit(self) -> None: "subscribed_users": [ self.user.id, ], - "threshold": {"configuration": {}}, + "threshold": {"configuration": {"type": InsightThresholdType.ABSOLUTE, "bounds": {}}}, "name": "alert name", } self.client.post(f"/api/projects/{self.team.id}/alerts", creation_request) @@ -151,7 +156,7 @@ def test_alert_is_deleted_on_insight_update(self) -> None: "subscribed_users": [ self.user.id, ], - "threshold": {"configuration": {}}, + "threshold": {"configuration": {"type": InsightThresholdType.ABSOLUTE, "bounds": {}}}, "name": "alert name", } alert = self.client.post(f"/api/projects/{self.team.id}/alerts", creation_request).json() @@ -176,3 +181,33 @@ def test_alert_is_deleted_on_insight_update(self) -> None: response = self.client.get(f"/api/projects/{self.team.id}/alerts/{alert['id']}") assert response.status_code == status.HTTP_404_NOT_FOUND + + def test_snooze_alert(self) -> None: + creation_request = { + "insight": self.insight["id"], + "subscribed_users": [ + self.user.id, + ], + "threshold": {"configuration": {"type": InsightThresholdType.ABSOLUTE, "bounds": {}}}, + "name": "alert name", + "state": AlertState.FIRING, + } + + alert = self.client.post(f"/api/projects/{self.team.id}/alerts", creation_request).json() + assert alert["state"] == AlertState.NOT_FIRING + + alert = AlertConfiguration.objects.get(pk=alert["id"]) + alert.state = AlertState.FIRING + alert.save() + + firing_alert = AlertConfiguration.objects.get(pk=alert.id) + assert firing_alert.state == AlertState.FIRING + + resolved_alert = self.client.patch( + f"/api/projects/{self.team.id}/alerts/{firing_alert.id}", {"snoozed_until": datetime.now()} + ).json() + assert resolved_alert["state"] == AlertState.SNOOZED + + # should also create a new alert check with resolution + check = AlertCheck.objects.filter(alert_configuration=firing_alert.id).latest("created_at") + assert check.state == AlertState.SNOOZED diff --git a/posthog/migrations/0491_alertconfiguration_snoozed_until_and_more.py b/posthog/migrations/0491_alertconfiguration_snoozed_until_and_more.py new file mode 100644 index 0000000000000..d8fa097c43b32 --- /dev/null +++ b/posthog/migrations/0491_alertconfiguration_snoozed_until_and_more.py @@ -0,0 +1,46 @@ +# Generated by Django 4.2.15 on 2024-10-17 09:21 + +from django.db import migrations, models +import posthog.schema + + +class Migration(migrations.Migration): + dependencies = [ + ("posthog", "0490_dashboard_variables"), + ] + + operations = [ + migrations.AddField( + model_name="alertconfiguration", + name="snoozed_until", + field=models.DateTimeField(blank=True, null=True), + ), + migrations.AlterField( + model_name="alertcheck", + name="state", + field=models.CharField( + choices=[ + (posthog.schema.AlertState["FIRING"], posthog.schema.AlertState["FIRING"]), + (posthog.schema.AlertState["NOT_FIRING"], posthog.schema.AlertState["NOT_FIRING"]), + (posthog.schema.AlertState["ERRORED"], posthog.schema.AlertState["ERRORED"]), + (posthog.schema.AlertState["SNOOZED"], posthog.schema.AlertState["SNOOZED"]), + ], + default=posthog.schema.AlertState["NOT_FIRING"], + max_length=10, + ), + ), + migrations.AlterField( + model_name="alertconfiguration", + name="state", + field=models.CharField( + choices=[ + (posthog.schema.AlertState["FIRING"], posthog.schema.AlertState["FIRING"]), + (posthog.schema.AlertState["NOT_FIRING"], posthog.schema.AlertState["NOT_FIRING"]), + (posthog.schema.AlertState["ERRORED"], posthog.schema.AlertState["ERRORED"]), + (posthog.schema.AlertState["SNOOZED"], posthog.schema.AlertState["SNOOZED"]), + ], + default=posthog.schema.AlertState["NOT_FIRING"], + max_length=10, + ), + ), + ] diff --git a/posthog/models/alert.py b/posthog/models/alert.py index 8db059a992232..d00425327fd48 100644 --- a/posthog/models/alert.py +++ b/posthog/models/alert.py @@ -1,38 +1,24 @@ from datetime import datetime, UTC, timedelta -from typing import Any, Optional, cast -from dateutil.relativedelta import relativedelta from django.db import models from django.core.exceptions import ValidationError +import pydantic from posthog.hogql_queries.legacy_compatibility.flagged_conversion_manager import conversion_to_query_based from posthog.models.insight import Insight from posthog.models.utils import UUIDModel, CreatedMetaFields -from posthog.schema import AlertCondition, InsightThreshold, AlertState, AlertCalculationInterval +from posthog.schema import InsightThreshold, AlertState, AlertCalculationInterval ALERT_STATE_CHOICES = [ (AlertState.FIRING, AlertState.FIRING), (AlertState.NOT_FIRING, AlertState.NOT_FIRING), (AlertState.ERRORED, AlertState.ERRORED), + (AlertState.SNOOZED, AlertState.SNOOZED), ] -def alert_calculation_interval_to_relativedelta(alert_calculation_interval: AlertCalculationInterval) -> relativedelta: - match alert_calculation_interval: - case AlertCalculationInterval.HOURLY: - return relativedelta(hours=1) - case AlertCalculationInterval.DAILY: - return relativedelta(days=1) - case AlertCalculationInterval.WEEKLY: - return relativedelta(weeks=1) - case AlertCalculationInterval.MONTHLY: - return relativedelta(months=1) - case _: - raise ValueError(f"Invalid alert calculation interval: {alert_calculation_interval}") - - def are_alerts_supported_for_insight(insight: Insight) -> bool: with conversion_to_query_based(insight): query = insight.query @@ -43,32 +29,6 @@ def are_alerts_supported_for_insight(insight: Insight) -> bool: return True -class ConditionValidator: - def __init__(self, threshold: Optional[InsightThreshold], condition: AlertCondition): - self.threshold = threshold - self.condition = condition - - def validate(self, calculated_value: float) -> list[str]: - validators: Any = [ - self.validate_absolute_threshold, - ] - breaches = [] - for validator in validators: - breaches += validator(calculated_value) - return breaches - - def validate_absolute_threshold(self, calculated_value: float) -> list[str]: - if not self.threshold or not self.threshold.absoluteThreshold: - return [] - - absolute_threshold = self.threshold.absoluteThreshold - if absolute_threshold.lower is not None and calculated_value < absolute_threshold.lower: - return [f"The trend value ({calculated_value}) is below the lower threshold ({absolute_threshold.lower})"] - if absolute_threshold.upper is not None and calculated_value > absolute_threshold.upper: - return [f"The trend value ({calculated_value}) is above the upper threshold ({absolute_threshold.upper})"] - return [] - - class Alert(models.Model): """ @deprecated("AlertConfiguration should be used instead.") @@ -95,11 +55,15 @@ class Threshold(CreatedMetaFields, UUIDModel): configuration = models.JSONField(default=dict) def clean(self): - config = InsightThreshold.model_validate(self.configuration) - if not config or not config.absoluteThreshold: + try: + config = InsightThreshold.model_validate(self.configuration) + except pydantic.ValidationError as e: + raise ValidationError(f"Invalid threshold configuration: {e}") + + if not config or not config.bounds: return - if config.absoluteThreshold.lower is not None and config.absoluteThreshold.upper is not None: - if config.absoluteThreshold.lower > config.absoluteThreshold.upper: + if config.bounds.lower is not None and config.bounds.upper is not None: + if config.bounds.lower > config.bounds.upper: raise ValidationError("Lower threshold must be less than upper threshold") @@ -145,7 +109,10 @@ class AlertConfiguration(CreatedMetaFields, UUIDModel): last_notified_at = models.DateTimeField(null=True, blank=True) last_checked_at = models.DateTimeField(null=True, blank=True) + # UTC time for when next alert check is due next_check_at = models.DateTimeField(null=True, blank=True) + # UTC time until when we shouldn't check alert/notify user + snoozed_until = models.DateTimeField(null=True, blank=True) def __str__(self): return f"{self.name} (Team: {self.team})" @@ -159,75 +126,6 @@ def save(self, *args, **kwargs): super().save(*args, **kwargs) - def evaluate_condition(self, calculated_value) -> list[str]: - threshold = InsightThreshold.model_validate(self.threshold.configuration) if self.threshold else None - condition = AlertCondition.model_validate(self.condition) - validator = ConditionValidator(threshold=threshold, condition=condition) - return validator.validate(calculated_value) - - def add_check( - self, *, aggregated_value: Optional[float], error: Optional[dict] = None - ) -> tuple["AlertCheck", list[str], Optional[dict], bool]: - """ - Add a new AlertCheck, managing state transitions and cool down. - - Args: - aggregated_value: result of insight calculation compressed to one number to compare against threshold - error: any error raised while calculating insight value, if present then set state as errored - """ - - targets_notified: dict[str, list[str]] = {} - breaches = [] - notify = False - - if not error: - try: - breaches = self.evaluate_condition(aggregated_value) if aggregated_value is not None else [] - except Exception as err: - # error checking the condition - error = { - "message": f"Error checking alert condition {str(err)}", - } - - if error: - # If the alert is not already errored, notify user - if self.state != AlertState.ERRORED: - self.state = AlertState.ERRORED - notify = True - elif breaches: - # If the alert is not already firing, notify user - if self.state != AlertState.FIRING: - self.state = AlertState.FIRING - notify = True - else: - self.state = AlertState.NOT_FIRING # Set the Alert to not firing if the threshold is no longer met - # TODO: Optionally send a resolved notification when alert goes from firing to not_firing? - - now = datetime.now(UTC) - self.last_checked_at = datetime.now(UTC) - - # IMPORTANT: update next_check_at according to interval - # ensure we don't recheck alert until the next interval is due - self.next_check_at = (self.next_check_at or now) + alert_calculation_interval_to_relativedelta( - cast(AlertCalculationInterval, self.calculation_interval) - ) - - if notify: - self.last_notified_at = now - targets_notified = {"users": list(self.subscribed_users.all().values_list("email", flat=True))} - - alert_check = AlertCheck.objects.create( - alert_configuration=self, - calculated_value=aggregated_value, - condition=self.condition, - targets_notified=targets_notified, - state=self.state, - error=error, - ) - - self.save() - return alert_check, breaches, error, notify - class AlertSubscription(CreatedMetaFields, UUIDModel): user = models.ForeignKey( diff --git a/posthog/schema.py b/posthog/schema.py index f3256462172fa..afd2ca10dde3e 100644 --- a/posthog/schema.py +++ b/posthog/schema.py @@ -50,17 +50,17 @@ class AlertCalculationInterval(StrEnum): MONTHLY = "monthly" -class AlertCondition(BaseModel): - pass - model_config = ConfigDict( - extra="forbid", - ) +class AlertConditionType(StrEnum): + ABSOLUTE_VALUE = "absolute_value" + RELATIVE_INCREASE = "relative_increase" + RELATIVE_DECREASE = "relative_decrease" class AlertState(StrEnum): FIRING = "Firing" NOT_FIRING = "Not firing" ERRORED = "Errored" + SNOOZED = "Snoozed" class Kind(StrEnum): @@ -797,7 +797,12 @@ class InsightNodeKind(StrEnum): LIFECYCLE_QUERY = "LifecycleQuery" -class InsightsThresholdAbsolute(BaseModel): +class InsightThresholdType(StrEnum): + ABSOLUTE = "absolute" + PERCENTAGE = "percentage" + + +class InsightsThresholdBounds(BaseModel): model_config = ConfigDict( extra="forbid", ) @@ -1704,6 +1709,13 @@ class ActorsQueryResponse(BaseModel): types: list[str] +class AlertCondition(BaseModel): + model_config = ConfigDict( + extra="forbid", + ) + type: AlertConditionType + + class Breakdown(BaseModel): model_config = ConfigDict( extra="forbid", @@ -3078,7 +3090,8 @@ class InsightThreshold(BaseModel): model_config = ConfigDict( extra="forbid", ) - absoluteThreshold: Optional[InsightsThresholdAbsolute] = None + bounds: Optional[InsightsThresholdBounds] = None + type: InsightThresholdType class LifecycleFilter(BaseModel): diff --git a/posthog/tasks/alerts/checks.py b/posthog/tasks/alerts/checks.py index 7c66c1158c12b..4986899047faa 100644 --- a/posthog/tasks/alerts/checks.py +++ b/posthog/tasks/alerts/checks.py @@ -1,17 +1,14 @@ from datetime import datetime, timedelta, UTC -from typing import Optional, cast +from typing import cast from dateutil.relativedelta import relativedelta +import traceback from celery import shared_task from celery.canvas import chain from django.db import transaction -from django.utils import timezone import structlog from sentry_sdk import capture_exception -from posthog.api.services.query import ExecutionMode -from posthog.caching.calculate_results import calculate_for_query_based_insight -from posthog.email import EmailMessage from posthog.errors import CHQueryErrorTooManySimultaneousQueries from posthog.hogql_queries.legacy_compatibility.flagged_conversion_manager import ( conversion_to_query_based, @@ -21,40 +18,28 @@ from posthog.tasks.utils import CeleryQueue from posthog.schema import ( TrendsQuery, - IntervalType, - ChartDisplayType, - NodeKind, AlertCalculationInterval, AlertState, - TrendsAlertConfig, ) from posthog.utils import get_from_dict_or_attr -from posthog.caching.fetch_from_cache import InsightResult -from posthog.clickhouse.client.limit import limit_concurrency from prometheus_client import Counter, Gauge from django.db.models import Q, F -from typing import TypedDict, NotRequired from collections import defaultdict +from posthog.tasks.alerts.utils import ( + AlertEvaluationResult, + calculation_interval_to_order, + send_notifications_for_errors, + send_notifications_for_breaches, + WRAPPER_NODE_KINDS, + alert_calculation_interval_to_relativedelta, +) +from posthog.tasks.alerts.trends import check_trends_alert + + +logger = structlog.get_logger(__name__) -# TODO: move the TrendResult UI type to schema.ts and use that instead -class TrendResult(TypedDict): - action: dict - actions: list[dict] - count: int - data: list[float] - days: list[str] - dates: list[str] - label: str - labels: list[str] - breakdown_value: str | int | list[str] - aggregated_value: NotRequired[float] - status: str | None - compare_label: str | None - compare: bool - persons_urls: list[dict] - persons: dict - filter: dict +class AlertCheckException(Exception): ... HOURLY_ALERTS_BACKLOG_GAUGE = Gauge( @@ -78,28 +63,9 @@ class TrendResult(TypedDict): ) -logger = structlog.get_logger(__name__) - - -WRAPPER_NODE_KINDS = [NodeKind.DATA_TABLE_NODE, NodeKind.DATA_VISUALIZATION_NODE, NodeKind.INSIGHT_VIZ_NODE] - -NON_TIME_SERIES_DISPLAY_TYPES = { - ChartDisplayType.BOLD_NUMBER, - ChartDisplayType.ACTIONS_PIE, - ChartDisplayType.ACTIONS_BAR_VALUE, - ChartDisplayType.ACTIONS_TABLE, - ChartDisplayType.WORLD_MAP, -} - - -def calculation_interval_to_order(interval: AlertCalculationInterval | None) -> int: - match interval: - case AlertCalculationInterval.HOURLY: - return 0 - case AlertCalculationInterval.DAILY: - return 1 - case _: - return 2 +@shared_task(ignore_result=True) +def checks_cleanup_task() -> None: + AlertCheck.clean_up_old_checks() @shared_task( @@ -145,48 +111,18 @@ def check_alerts_task() -> None: """ This runs every 2min to check for alerts that are due to recalculate """ - check_alerts() - - -@shared_task( - ignore_result=True, - queue=CeleryQueue.ALERTS.value, - autoretry_for=(CHQueryErrorTooManySimultaneousQueries,), - retry_backoff=1, - retry_backoff_max=10, - max_retries=3, - expires=60 * 60, -) -@limit_concurrency(5) # Max 5 concurrent alert checks -def check_alert_task(alert_id: str) -> None: - try: - check_alert(alert_id) - except Exception as err: - ALERT_CHECK_ERROR_COUNTER.inc() - capture_exception(Exception(f"Error checking alert, user wasn't notified: {err}")) - raise - - -@shared_task(ignore_result=True) -def checks_cleanup_task() -> None: - AlertCheck.clean_up_old_checks() - - -def check_alerts() -> None: now = datetime.now(UTC) # Use a fixed expiration time since tasks in the chain are executed sequentially expire_after = now + timedelta(minutes=30) - # find all alerts with the provided interval that are due to be calculated (next_check_at is null or less than now) + # find all alerts with the provided interval that are due to be calculated + # (next_check_at is null or less than now) and it's not snoozed alerts = ( AlertConfiguration.objects.filter( Q(enabled=True, is_calculating=False, next_check_at__lte=now) - | Q( - enabled=True, - is_calculating=False, - next_check_at__isnull=True, - ) + | Q(enabled=True, is_calculating=False, next_check_at__isnull=True) ) + .filter(Q(snoozed_until__isnull=True) | Q(snoozed_until__lt=now)) .order_by(F("next_check_at").asc(nulls_first=True)) .only("id", "team", "calculation_interval") ) @@ -207,6 +143,20 @@ def check_alerts() -> None: chain(*(check_alert_task.si(str(alert_id)).set(expires=expire_after) for alert_id in alert_ids))() +@shared_task( + ignore_result=True, + queue=CeleryQueue.ALERTS.value, + autoretry_for=(CHQueryErrorTooManySimultaneousQueries,), + retry_backoff=1, + retry_backoff_max=10, + max_retries=3, + expires=60 * 60, +) +# @limit_concurrency(5) Concurrency controlled by CeleryQueue.ALERTS for now +def check_alert_task(alert_id: str) -> None: + check_alert(alert_id) + + def check_alert(alert_id: str) -> None: try: alert = AlertConfiguration.objects.get(id=alert_id, enabled=True) @@ -230,12 +180,28 @@ def check_alert(alert_id: str) -> None: ) return + if alert.snoozed_until: + if alert.snoozed_until > now: + logger.warning( + "Alert has been snoozed so skipping checking it now", + alert=alert, + ) + return + else: + # not snoozed (anymore) so clear snoozed_until + alert.snoozed_until = None + alert.state = AlertState.NOT_FIRING + alert.is_calculating = True alert.save() try: - check_alert_atomically(alert) - except Exception: + check_alert_and_notify_atomically(alert) + except Exception as err: + ALERT_CHECK_ERROR_COUNTER.inc() + logger.exception(AlertCheckException(err)) + capture_exception(AlertCheckException(err)) + # raise again so alert check is retried depending on error type raise finally: # Get all updates with alert checks @@ -245,185 +211,122 @@ def check_alert(alert_id: str) -> None: @transaction.atomic -def check_alert_atomically(alert: AlertConfiguration) -> None: +def check_alert_and_notify_atomically(alert: AlertConfiguration) -> None: """ - Alert check only gets updated when we successfully - 1. Compute the aggregated value for the insight for the interval - 2. Compare the aggregated value with the threshold - 3. Send notifications if breaches are found + Computes insight results, checks alert for breaches and notifies user. + Only commits updates to alert state if all of the above complete successfully. + TODO: Later separate notification mechanism from alert checking mechanism (when we move to CDP) + so we can retry notification without re-computing insight. """ ALERT_COMPUTED_COUNTER.inc() + value = breaches = error = None - insight = alert.insight - aggregated_value: Optional[float] = None - error: Optional[dict] = None - + # 1. Evaluate insight and get alert value try: - with conversion_to_query_based(insight): - query = insight.query - kind = get_from_dict_or_attr(query, "kind") - - if kind in WRAPPER_NODE_KINDS: - query = get_from_dict_or_attr(query, "source") - kind = get_from_dict_or_attr(query, "kind") - - if kind == "TrendsQuery": - query = TrendsQuery.model_validate(query) - - filters_override = _calculate_date_range_override_for_alert(query) - - calculation_result = calculate_for_query_based_insight( - insight, - team=alert.team, - execution_mode=ExecutionMode.RECENT_CACHE_CALCULATE_BLOCKING_IF_STALE, - user=None, - filters_override=filters_override, - ) - else: - raise NotImplementedError(f"Alerts for {query.kind} are not supported yet") - - if not calculation_result.result: - raise RuntimeError(f"No results for alert {alert.id}") - - aggregated_value = _aggregate_insight_result_value(alert, query, calculation_result) + alert_evaluation_result = check_alert_for_insight(alert) + value = alert_evaluation_result.value + breaches = alert_evaluation_result.breaches except CHQueryErrorTooManySimultaneousQueries: - # error on our side, need to make sure to retry the alert check + # error on our side so we raise + # as celery task can be retried according to config raise except Exception as err: - # error possibly on user's config side - # notify user that alert check errored - error_message = f"AlertCheckError: error computing aggregate value for insight, alert_id = {alert.id}" - logger.exception(error_message) + capture_exception(AlertCheckException(err)) + # error can be on user side (incorrectly configured insight/alert) + # we won't retry and set alert to errored state + error = {"message": str(err), "traceback": traceback.format_exc()} - event_id = capture_exception( - Exception(error_message), - {"alert_id": alert.id, "query": str(query), "message": str(err)}, - ) - - error = { - "sentry_event_id": event_id, - "message": f"{error_message}: {str(err)}", - } + # 2. Check alert value against threshold + alert_check = add_alert_check(alert, value, breaches, error) - try: - # Lock alert to prevent concurrent state changes - alert = AlertConfiguration.objects.select_for_update().get(id=alert.id, enabled=True) - check, breaches, error, notify = alert.add_check(aggregated_value=aggregated_value, error=error) - except Exception as err: - error_message = f"AlertCheckError: error comparing insight value with threshold for alert_id = {alert.id}" - logger.exception(error_message) - - event_id = capture_exception( - Exception(error_message), - {"alert_id": alert.id, "query": str(query), "message": str(err)}, - ) - raise - - if not notify: - # no need to notify users + # 3. Notify users if needed + if not alert_check.targets_notified: return try: - match check.state: + match alert_check.state: case AlertState.NOT_FIRING: - logger.info("Check state is %s", check.state, alert_id=alert.id) + logger.info("Check state is %s", alert_check.state, alert_id=alert.id) case AlertState.ERRORED: - if error: - _send_notifications_for_errors(alert, error) + send_notifications_for_errors(alert, alert_check.error) case AlertState.FIRING: - _send_notifications_for_breaches(alert, breaches) + assert breaches is not None + send_notifications_for_breaches(alert, breaches) except Exception as err: error_message = f"AlertCheckError: error sending notifications for alert_id = {alert.id}" logger.exception(error_message) - event_id = capture_exception( + capture_exception( Exception(error_message), - {"alert_id": alert.id, "query": str(query), "message": str(err)}, + {"alert_id": alert.id, "message": str(err)}, ) + + # don't want alert state to be updated (so that it's retried as next_check_at won't be updated) + # so we raise again as @transaction.atomic decorator won't commit db updates + # TODO: later should have a way just to retry notification mechanism raise -def _calculate_date_range_override_for_alert(query: TrendsQuery) -> Optional[dict]: - if query.trendsFilter and query.trendsFilter.display in NON_TIME_SERIES_DISPLAY_TYPES: - # for single value insights, need to recompute with full time range - return None - - match query.interval: - case IntervalType.DAY: - date_from = "-1d" - case IntervalType.WEEK: - date_from = "-1w" - case IntervalType.MONTH: - date_from = "-1m" - case _: - date_from = "-1h" - - return {"date_from": date_from} - - -def _aggregate_insight_result_value(alert: AlertConfiguration, query: TrendsQuery, results: InsightResult) -> float: - if "type" in alert.config and alert.config["type"] == "TrendsAlertConfig": - alert_config = TrendsAlertConfig.model_validate(alert.config) - series_index = alert_config.series_index - result = cast(list[TrendResult], results.result)[series_index] - - if query.trendsFilter and query.trendsFilter.display in NON_TIME_SERIES_DISPLAY_TYPES: - return result["aggregated_value"] - - return result["data"][-1] - - raise ValueError(f"Unsupported alert config type: {alert_config.type}") - - -def _send_notifications_for_breaches(alert: AlertConfiguration, breaches: list[str]) -> None: - subject = f"PostHog alert {alert.name} is firing" - campaign_key = f"alert-firing-notification-{alert.id}-{timezone.now().timestamp()}" - insight_url = f"/project/{alert.team.pk}/insights/{alert.insight.short_id}?alert_id={alert.id}" - alert_url = f"{insight_url}/alerts/{alert.id}" - message = EmailMessage( - campaign_key=campaign_key, - subject=subject, - template_name="alert_check_firing", - template_context={ - "match_descriptions": breaches, - "insight_url": insight_url, - "insight_name": alert.insight.name, - "alert_url": alert_url, - "alert_name": alert.name, - }, +def check_alert_for_insight(alert: AlertConfiguration) -> AlertEvaluationResult: + """ + Matches insight type with alert checking logic + """ + insight = alert.insight + + with conversion_to_query_based(insight): + query = insight.query + kind = get_from_dict_or_attr(query, "kind") + + if kind in WRAPPER_NODE_KINDS: + query = get_from_dict_or_attr(query, "source") + kind = get_from_dict_or_attr(query, "kind") + + match kind: + case "TrendsQuery": + query = TrendsQuery.model_validate(query) + return check_trends_alert(alert, insight, query) + case _: + raise NotImplementedError(f"AlertCheckError: Alerts for {query.kind} are not supported yet") + + +def add_alert_check( + alert: AlertConfiguration, value: float | None, breaches: list[str] | None, error: dict | None +) -> AlertCheck: + notify = False + targets_notified = {} + + if error: + alert.state = AlertState.ERRORED + notify = True + elif breaches: + alert.state = AlertState.FIRING + notify = True + else: + alert.state = AlertState.NOT_FIRING # Set the Alert to not firing if the threshold is no longer met + # TODO: Optionally send a resolved notification when alert goes from firing to not_firing? + + now = datetime.now(UTC) + alert.last_checked_at = datetime.now(UTC) + + # IMPORTANT: update next_check_at according to interval + # ensure we don't recheck alert until the next interval is due + alert.next_check_at = (alert.next_check_at or now) + alert_calculation_interval_to_relativedelta( + cast(AlertCalculationInterval, alert.calculation_interval) ) - targets = alert.subscribed_users.all().values_list("email", flat=True) - if not targets: - raise RuntimeError(f"no targets configured for the alert {alert.id}") - for target in targets: - message.add_recipient(email=target) - - logger.info(f"Send notifications about {len(breaches)} anomalies", alert_id=alert.id) - message.send() - - -def _send_notifications_for_errors(alert: AlertConfiguration, error: dict) -> None: - subject = f"PostHog alert {alert.name} check failed to evaluate" - campaign_key = f"alert-firing-notification-{alert.id}-{timezone.now().timestamp()}" - insight_url = f"/project/{alert.team.pk}/insights/{alert.insight.short_id}?alert_id={alert.id}" - alert_url = f"{insight_url}/alerts/{alert.id}" - message = EmailMessage( - campaign_key=campaign_key, - subject=subject, - template_name="alert_check_firing", - template_context={ - "match_descriptions": error, - "insight_url": insight_url, - "insight_name": alert.insight.name, - "alert_url": alert_url, - "alert_name": alert.name, - }, + + if notify: + alert.last_notified_at = now + targets_notified = {"users": list(alert.subscribed_users.all().values_list("email", flat=True))} + + alert_check = AlertCheck.objects.create( + alert_configuration=alert, + calculated_value=value, + condition=alert.condition, + targets_notified=targets_notified, + state=alert.state, + error=error, ) - targets = alert.subscribed_users.all().values_list("email", flat=True) - if not targets: - raise RuntimeError(f"no targets configured for the alert {alert.id}") - for target in targets: - message.add_recipient(email=target) - - logger.info(f"Send notifications about alert checking error", alert_id=alert.id) - message.send() + + alert.save() + + return alert_check diff --git a/posthog/tasks/alerts/test/test_alert_checks.py b/posthog/tasks/alerts/test/test_alert_checks.py index e14c48359aac3..79fe6227180a0 100644 --- a/posthog/tasks/alerts/test/test_alert_checks.py +++ b/posthog/tasks/alerts/test/test_alert_checks.py @@ -5,7 +5,8 @@ from posthog.models.alert import AlertCheck from posthog.models.instance_setting import set_instance_setting -from posthog.tasks.alerts.checks import _send_notifications_for_breaches, check_alert +from posthog.tasks.alerts.utils import send_notifications_for_breaches +from posthog.tasks.alerts.checks import check_alert from posthog.test.base import APIBaseTest, _create_event, flush_persons_and_events, ClickhouseDestroyTablesMixin from posthog.api.test.dashboards import DashboardAPI from posthog.schema import ChartDisplayType, EventsNode, TrendsQuery, TrendsFilter, AlertState @@ -14,8 +15,8 @@ @freeze_time("2024-06-02T08:55:00.000Z") -@patch("posthog.tasks.alerts.checks._send_notifications_for_errors") -@patch("posthog.tasks.alerts.checks._send_notifications_for_breaches") +@patch("posthog.tasks.alerts.checks.send_notifications_for_errors") +@patch("posthog.tasks.alerts.checks.send_notifications_for_breaches") class TestAlertChecks(APIBaseTest, ClickhouseDestroyTablesMixin): def setUp(self) -> None: super().setUp() @@ -52,14 +53,15 @@ def setUp(self) -> None: "type": "TrendsAlertConfig", "series_index": 0, }, - "threshold": {"configuration": {"absoluteThreshold": {}}}, + "condition": {"type": "absolute_value"}, + "threshold": {"configuration": {"type": "absolute", "bounds": {}}}, }, ).json() def set_thresholds(self, lower: Optional[int] = None, upper: Optional[int] = None) -> None: self.client.patch( f"/api/projects/{self.team.id}/alerts/{self.alert['id']}", - data={"threshold": {"configuration": {"absoluteThreshold": {"lower": lower, "upper": upper}}}}, + data={"threshold": {"configuration": {"type": "absolute", "bounds": {"lower": lower, "upper": upper}}}}, ) def get_breach_description(self, mock_send_notifications_for_breaches: MagicMock, call_index: int) -> list[str]: @@ -225,7 +227,7 @@ def test_send_error_while_calculating( self, _mock_send_notifications_for_breaches: MagicMock, mock_send_notifications_for_errors: MagicMock ) -> None: with patch( - "posthog.tasks.alerts.checks.calculate_for_query_based_insight" + "posthog.tasks.alerts.trends.calculate_for_query_based_insight" ) as mock_calculate_for_query_based_insight: mock_calculate_for_query_based_insight.side_effect = Exception("Some error") @@ -238,7 +240,6 @@ def test_send_error_while_calculating( ) error_message = latest_alert_check.error["message"] - assert "AlertCheckError: error computing aggregate value for insight" in error_message assert "Some error" in error_message def test_error_while_calculating_on_alert_in_firing_state( @@ -254,7 +255,7 @@ def test_error_while_calculating_on_alert_in_firing_state( assert latest_alert_check.error is None with patch( - "posthog.tasks.alerts.checks.calculate_for_query_based_insight" + "posthog.tasks.alerts.trends.calculate_for_query_based_insight" ) as mock_calculate_for_query_based_insight: mock_calculate_for_query_based_insight.side_effect = Exception("Some error") @@ -269,7 +270,6 @@ def test_error_while_calculating_on_alert_in_firing_state( assert latest_alert_check.state == AlertState.ERRORED error_message = latest_alert_check.error["message"] - assert "AlertCheckError: error computing aggregate value for insight" in error_message assert "Some error" in error_message def test_error_while_calculating_on_alert_in_not_firing_state( @@ -285,7 +285,7 @@ def test_error_while_calculating_on_alert_in_not_firing_state( assert latest_alert_check.error is None with patch( - "posthog.tasks.alerts.checks.calculate_for_query_based_insight" + "posthog.tasks.alerts.trends.calculate_for_query_based_insight" ) as mock_calculate_for_query_based_insight: mock_calculate_for_query_based_insight.side_effect = Exception("Some error") @@ -299,7 +299,6 @@ def test_error_while_calculating_on_alert_in_not_firing_state( ) error_message = latest_alert_check.error["message"] - assert "AlertCheckError: error computing aggregate value for insight" in error_message assert "Some error" in error_message def test_alert_with_insight_with_filter( @@ -318,13 +317,13 @@ def test_alert_with_insight_with_filter( anomalies = self.get_breach_description(mock_send_notifications_for_breaches, call_index=0) assert "The trend value (0) is below the lower threshold (1.0)" in anomalies - @patch("posthog.tasks.alerts.checks.EmailMessage") + @patch("posthog.tasks.alerts.utils.EmailMessage") def test_send_emails( self, MockEmailMessage: MagicMock, mock_send_notifications_for_breaches: MagicMock, mock_send_errors: MagicMock ) -> None: mocked_email_messages = mock_email_messages(MockEmailMessage) alert = AlertConfiguration.objects.get(pk=self.alert["id"]) - _send_notifications_for_breaches(alert, ["first anomaly description", "second anomaly description"]) + send_notifications_for_breaches(alert, ["first anomaly description", "second anomaly description"]) assert len(mocked_email_messages) == 1 email = mocked_email_messages[0] diff --git a/posthog/tasks/alerts/test/test_trend_alerts.py b/posthog/tasks/alerts/test/test_trends_absolute_alerts.py similarity index 95% rename from posthog/tasks/alerts/test/test_trend_alerts.py rename to posthog/tasks/alerts/test/test_trends_absolute_alerts.py index a5ff389d59f98..9402117e79fe0 100644 --- a/posthog/tasks/alerts/test/test_trend_alerts.py +++ b/posthog/tasks/alerts/test/test_trends_absolute_alerts.py @@ -30,9 +30,9 @@ @freeze_time("2024-06-02T08:55:00.000Z") -@patch("posthog.tasks.alerts.checks._send_notifications_for_errors") -@patch("posthog.tasks.alerts.checks._send_notifications_for_breaches") -class TestTimeSeriesTrendsAlerts(APIBaseTest, ClickhouseDestroyTablesMixin): +@patch("posthog.tasks.alerts.checks.send_notifications_for_errors") +@patch("posthog.tasks.alerts.checks.send_notifications_for_breaches") +class TestTimeSeriesTrendsAbsoluteAlerts(APIBaseTest, ClickhouseDestroyTablesMixin): def setUp(self) -> None: super().setUp() @@ -54,8 +54,9 @@ def create_alert( "type": "TrendsAlertConfig", "series_index": series_index, }, + "condition": {"type": "absolute_value"}, "calculation_interval": AlertCalculationInterval.DAILY, - "threshold": {"configuration": {"absoluteThreshold": {"lower": lower, "upper": upper}}}, + "threshold": {"configuration": {"type": "absolute", "bounds": {"lower": lower, "upper": upper}}}, }, ).json() diff --git a/posthog/tasks/alerts/test/test_trends_relative_alerts.py b/posthog/tasks/alerts/test/test_trends_relative_alerts.py new file mode 100644 index 0000000000000..6e5b17b633894 --- /dev/null +++ b/posthog/tasks/alerts/test/test_trends_relative_alerts.py @@ -0,0 +1,775 @@ +from typing import Optional, Any +from unittest.mock import MagicMock, patch +import dateutil + + +import dateutil.relativedelta +from freezegun import freeze_time + +from posthog.models.alert import AlertCheck +from posthog.models.instance_setting import set_instance_setting +from posthog.tasks.alerts.checks import check_alert +from posthog.test.base import APIBaseTest, _create_event, flush_persons_and_events, ClickhouseDestroyTablesMixin +from posthog.api.test.dashboards import DashboardAPI +from posthog.schema import ( + ChartDisplayType, + EventsNode, + TrendsQuery, + TrendsFilter, + IntervalType, + InsightDateRange, + EventPropertyFilter, + PropertyOperator, + BaseMathType, + AlertState, + AlertCalculationInterval, + AlertConditionType, + InsightThresholdType, + BreakdownFilter, +) +from posthog.models import AlertConfiguration + +# Tuesday +FROZEN_TIME = dateutil.parser.parse("2024-06-04T08:55:00.000Z") + + +@freeze_time(FROZEN_TIME) +@patch("posthog.tasks.alerts.checks.send_notifications_for_errors") +@patch("posthog.tasks.alerts.checks.send_notifications_for_breaches") +class TestTimeSeriesTrendsRelativeAlerts(APIBaseTest, ClickhouseDestroyTablesMixin): + def setUp(self) -> None: + super().setUp() + + set_instance_setting("EMAIL_HOST", "fake_host") + set_instance_setting("EMAIL_ENABLED", True) + + self.dashboard_api = DashboardAPI(self.client, self.team, self.assertEqual) + + def create_alert( + self, + insight: dict, + series_index: int, + condition_type: AlertConditionType, + threshold_type: InsightThresholdType, + lower: Optional[float] = None, + upper: Optional[float] = None, + ) -> dict: + alert = self.client.post( + f"/api/projects/{self.team.id}/alerts", + data={ + "name": "alert name", + "insight": insight["id"], + "subscribed_users": [self.user.id], + "config": { + "type": "TrendsAlertConfig", + "series_index": series_index, + }, + "condition": {"type": condition_type}, + "calculation_interval": AlertCalculationInterval.DAILY, + "threshold": {"configuration": {"type": threshold_type, "bounds": {"lower": lower, "upper": upper}}}, + }, + ).json() + + return alert + + def create_time_series_trend_insight( + self, interval: IntervalType, breakdown: Optional[BreakdownFilter] = None + ) -> dict[str, Any]: + query_dict = TrendsQuery( + series=[ + EventsNode( + event="signed_up", + math=BaseMathType.TOTAL, + properties=[ + EventPropertyFilter( + key="$browser", + operator=PropertyOperator.EXACT, + value=["Chrome"], + ) + ], + ), + EventsNode( + event="$pageview", + name="Pageview", + math=BaseMathType.TOTAL, + ), + ], + breakdownFilter=breakdown, + trendsFilter=TrendsFilter(display=ChartDisplayType.ACTIONS_LINE_GRAPH), + interval=interval, + dateRange=InsightDateRange(date_from="-8w"), + ).model_dump() + + insight = self.dashboard_api.create_insight( + data={ + "name": "insight", + "query": query_dict, + } + )[1] + + return insight + + def test_alert_properties(self, mock_send_breaches: MagicMock, mock_send_errors: MagicMock) -> None: + insight = self.create_time_series_trend_insight(interval=IntervalType.WEEK) + # alert if sign ups increase by less than 1 + alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + lower=1, + ) + + assert alert["state"] == AlertState.NOT_FIRING + assert alert["last_checked_at"] is None + assert alert["last_notified_at"] is None + assert alert["next_check_at"] is None + + check_alert(alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.last_checked_at == FROZEN_TIME + assert updated_alert.last_notified_at == FROZEN_TIME + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=alert["id"]).latest("created_at") + assert alert_check.calculated_value == 0 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + def test_relative_increase_absolute_upper_threshold_breached( + self, mock_send_breaches: MagicMock, mock_send_errors: MagicMock + ) -> None: + insight = self.create_time_series_trend_insight(interval=IntervalType.WEEK) + + # alert if sign ups increase by more than 1 + alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + upper=1, + ) + + # FROZEN_TIME is on Tue, insight has weekly interval + # we aggregate our weekly insight numbers to display for Sun (19th May, 26th May, 2nd June) + # Previous to previous interval (last to last week) has 0 events + # add events for previous interval (last week on Sat) + last_sat = FROZEN_TIME - dateutil.relativedelta.relativedelta(days=3) + with freeze_time(last_sat): + _create_event( + team=self.team, + event="signed_up", + distinct_id="1", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="2", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + check_alert(alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=alert["id"]).latest("created_at") + + assert alert_check.calculated_value == 2 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + def test_relative_increase_upper_threshold_breached( + self, mock_send_breaches: MagicMock, mock_send_errors: MagicMock + ) -> None: + insight = self.create_time_series_trend_insight(interval=IntervalType.WEEK) + + # alert if sign ups increase by more than 1 + absolute_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + upper=1, + ) + + # alert if sign ups increase by more than 20% + percentage_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + upper=0.2, + ) + + # FROZEN_TIME is on Tue, insight has weekly interval + # we aggregate our weekly insight numbers to display for Sun (19th May, 26th May, 2nd June) + + # set previous to previous interval (last to last week) to have 1 event + last_to_last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=2) + + with freeze_time(last_to_last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="1", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # set previous interval to have 2 event + # add events for last week (last Tue) + last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=1) + with freeze_time(last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="2", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="3", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="4", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # alert should fire as we had *increase* in events of (2 or 200%) week over week + check_alert(absolute_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=absolute_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=absolute_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == 2 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + check_alert(percentage_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=percentage_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=percentage_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == 2 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + def test_relative_increase_lower_threshold_breached_1( + self, mock_send_breaches: MagicMock, mock_send_errors: MagicMock + ) -> None: + insight = self.create_time_series_trend_insight(interval=IntervalType.WEEK) + + # alert if sign ups increase by less than 2 + absolute_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + lower=2, + ) + + # alert if sign ups increase by less than 20 + percentage_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.PERCENTAGE, + lower=0.5, # 50% + ) + + # FROZEN_TIME is on Tue, insight has weekly interval + # we aggregate our weekly insight numbers to display for Sun (19th May, 26th May, 2nd June) + + # set previous to previous interval (last to last week) to have 2 events + last_to_last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=2) + + with freeze_time(last_to_last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="1", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="2", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # set previous interval to have 1 event + # add events for last week (last Tue) + last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=1) + with freeze_time(last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="3", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # alert should fire as overall we had *decrease* in events (-1 or -50%) week over week + # check absolute alert + check_alert(absolute_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=absolute_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=absolute_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == -1 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + # check percentage alert + check_alert(percentage_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=percentage_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=percentage_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == -0.5 # 50% decrease + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + def test_relative_increase_lower_threshold_breached_2( + self, mock_send_breaches: MagicMock, mock_send_errors: MagicMock + ) -> None: + insight = self.create_time_series_trend_insight(interval=IntervalType.WEEK) + + # alert if sign ups increase by less than 2 + absolute_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + lower=2, + ) + + # alert if sign ups increase by less than 110% + percentage_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.PERCENTAGE, + lower=1.1, + ) + + # FROZEN_TIME is on Tue, insight has weekly interval + # we aggregate our weekly insight numbers to display for Sun (19th May, 26th May, 2nd June) + + # set previous to previous interval (last to last week) to have 1 event + last_to_last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=2) + + with freeze_time(last_to_last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="1", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # set previous interval to have 2 event + # add events for last week (last Tue) + last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=1) + with freeze_time(last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="2", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="3", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # alert should fire as overall we had *increase* in events of just (1 or 100%) week over week + # alert required at least 2 + check_alert(absolute_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=absolute_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=absolute_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == 1 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + check_alert(percentage_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=percentage_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=percentage_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == 1 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + def test_relative_decrease_upper_threshold_breached( + self, mock_send_breaches: MagicMock, mock_send_errors: MagicMock + ) -> None: + insight = self.create_time_series_trend_insight(interval=IntervalType.WEEK) + + # alert if sign ups decrease by more than 1 + absolute_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_DECREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + upper=1, + ) + + # alert if sign ups decrease by more than 20% + percentage_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_DECREASE, + threshold_type=InsightThresholdType.PERCENTAGE, + upper=0.2, + ) + + # FROZEN_TIME is on Tue, insight has weekly interval + # we aggregate our weekly insight numbers to display for Sun (19th May, 26th May, 2nd June) + + # set previous to previous interval (last to last week) to have 3 event + last_to_last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=2) + + with freeze_time(last_to_last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="1", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="2", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="3", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # set previous interval to have 1 event + # add events for last week (last Tue) + last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=1) + with freeze_time(last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="4", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # alert should fire as we had decrease in events of (2 or 200%) week over week + check_alert(absolute_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=absolute_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=absolute_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == 2 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + check_alert(percentage_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=percentage_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=percentage_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == (2 / 3) + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + def test_relative_decrease_lower_threshold_breached( + self, mock_send_breaches: MagicMock, mock_send_errors: MagicMock + ) -> None: + insight = self.create_time_series_trend_insight(interval=IntervalType.WEEK) + + # alert if sign ups decrease by less than 2 + absolute_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_DECREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + lower=2, + ) + + # alert if sign ups decrease by less than 80% + percentage_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_DECREASE, + threshold_type=InsightThresholdType.PERCENTAGE, + lower=0.8, + ) + + # FROZEN_TIME is on Tue, insight has weekly interval + # we aggregate our weekly insight numbers to display for Sun (19th May, 26th May, 2nd June) + + # set previous to previous interval (last to last week) to have 2 event + last_to_last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=2) + + with freeze_time(last_to_last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="1", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="2", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # set previous interval to have 1 event + # add events for last week (last Tue) + last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=1) + with freeze_time(last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="4", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # alert should fire as we had decrease in events of (1 or 50%) week over week + check_alert(absolute_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=absolute_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=absolute_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == 1 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + check_alert(percentage_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=percentage_alert["id"]) + assert updated_alert.state == AlertState.FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=percentage_alert["id"]).latest("created_at") + + assert alert_check.calculated_value == 0.5 + assert alert_check.state == AlertState.FIRING + assert alert_check.error is None + + def test_relative_increase_no_threshold_breached( + self, mock_send_breaches: MagicMock, mock_send_errors: MagicMock + ) -> None: + insight = self.create_time_series_trend_insight(interval=IntervalType.WEEK) + + # alert if sign ups increase by more than 4 + absolute_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + upper=4, + ) + + # alert if sign ups increase by more than 400% + percentage_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_INCREASE, + threshold_type=InsightThresholdType.PERCENTAGE, + upper=4, + ) + + # FROZEN_TIME is on Tue, insight has weekly interval + # we aggregate our weekly insight numbers to display for Sun (19th May, 26th May, 2nd June) + + # set previous to previous interval (last to last week) to have 1 event + last_to_last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=2) + + with freeze_time(last_to_last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="1", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # set previous interval to have 3 event + # add events for last week (last Tue) + last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=1) + with freeze_time(last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="4", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="2", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="3", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # alert shouldn't fire as increase was only of 2 or 200% + check_alert(absolute_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=absolute_alert["id"]) + assert updated_alert.state == AlertState.NOT_FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=absolute_alert["id"]).latest("created_at") + assert alert_check.calculated_value == 2 + assert alert_check.state == AlertState.NOT_FIRING + assert alert_check.error is None + + check_alert(percentage_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=percentage_alert["id"]) + assert updated_alert.state == AlertState.NOT_FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=percentage_alert["id"]).latest("created_at") + assert alert_check.calculated_value == 2 + assert alert_check.state == AlertState.NOT_FIRING + assert alert_check.error is None + + def test_relative_decrease_no_threshold_breached( + self, mock_send_breaches: MagicMock, mock_send_errors: MagicMock + ) -> None: + insight = self.create_time_series_trend_insight(interval=IntervalType.WEEK) + + # alert if sign ups increase by more than 4 + absolute_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_DECREASE, + threshold_type=InsightThresholdType.ABSOLUTE, + upper=4, + ) + + # alert if sign ups decrease by more than 80% + percentage_alert = self.create_alert( + insight, + series_index=0, + condition_type=AlertConditionType.RELATIVE_DECREASE, + threshold_type=InsightThresholdType.PERCENTAGE, + upper=0.8, + ) + + # FROZEN_TIME is on Tue, insight has weekly interval + # we aggregate our weekly insight numbers to display for Sun (19th May, 26th May, 2nd June) + + # set previous to previous interval (last to last week) to have 3 events + last_to_last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=2) + + with freeze_time(last_to_last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="1", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="4", + properties={"$browser": "Chrome"}, + ) + _create_event( + team=self.team, + event="signed_up", + distinct_id="2", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # set previous interval to have 1 event + # add events for last week (last Tue) + last_tue = FROZEN_TIME - dateutil.relativedelta.relativedelta(weeks=1) + with freeze_time(last_tue): + _create_event( + team=self.team, + event="signed_up", + distinct_id="3", + properties={"$browser": "Chrome"}, + ) + flush_persons_and_events() + + # alert shouldn't fire as increase was only of 2 or 200% + check_alert(absolute_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=absolute_alert["id"]) + assert updated_alert.state == AlertState.NOT_FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=absolute_alert["id"]).latest("created_at") + assert alert_check.calculated_value == 2 + assert alert_check.state == AlertState.NOT_FIRING + assert alert_check.error is None + + check_alert(percentage_alert["id"]) + + updated_alert = AlertConfiguration.objects.get(pk=percentage_alert["id"]) + assert updated_alert.state == AlertState.NOT_FIRING + assert updated_alert.next_check_at == FROZEN_TIME + dateutil.relativedelta.relativedelta(days=1) + + alert_check = AlertCheck.objects.filter(alert_configuration=percentage_alert["id"]).latest("created_at") + assert alert_check.calculated_value == (2 / 3) + assert alert_check.state == AlertState.NOT_FIRING + assert alert_check.error is None diff --git a/posthog/tasks/alerts/trends.py b/posthog/tasks/alerts/trends.py new file mode 100644 index 0000000000000..3f7fdebae2644 --- /dev/null +++ b/posthog/tasks/alerts/trends.py @@ -0,0 +1,219 @@ +from typing import Optional, cast + +from posthog.api.services.query import ExecutionMode +from posthog.caching.calculate_results import calculate_for_query_based_insight + +from posthog.models import AlertConfiguration, Insight +from posthog.schema import ( + TrendsQuery, + IntervalType, + TrendsAlertConfig, + InsightThreshold, + AlertCondition, + AlertConditionType, + InsightsThresholdBounds, + InsightThresholdType, +) +from posthog.caching.fetch_from_cache import InsightResult +from typing import TypedDict, NotRequired +from posthog.tasks.alerts.utils import ( + AlertEvaluationResult, + NON_TIME_SERIES_DISPLAY_TYPES, +) + + +# TODO: move the TrendResult UI type to schema.ts and use that instead +class TrendResult(TypedDict): + action: dict + actions: list[dict] + count: int + data: list[float] + days: list[str] + dates: list[str] + label: str + labels: list[str] + breakdown_value: str | int | list[str] + aggregated_value: NotRequired[float] + status: str | None + compare_label: str | None + compare: bool + persons_urls: list[dict] + persons: dict + filter: dict + + +def check_trends_alert(alert: AlertConfiguration, insight: Insight, query: TrendsQuery) -> AlertEvaluationResult: + if "type" in alert.config and alert.config["type"] == "TrendsAlertConfig": + config = TrendsAlertConfig.model_validate(alert.config) + else: + ValueError(f"Unsupported alert config type: {alert.config}") + + condition = AlertCondition.model_validate(alert.condition) + threshold = InsightThreshold.model_validate(alert.threshold.configuration) if alert.threshold else None + + if not threshold: + return AlertEvaluationResult(value=0, breaches=[]) + + match condition.type: + case AlertConditionType.ABSOLUTE_VALUE: + if threshold.type != InsightThresholdType.ABSOLUTE: + raise ValueError(f"Absolute threshold not configured for alert condition ABSOLUTE_VALUE") + + # want value for current interval (last hour, last day, last week, last month) + # depending on the alert calculation interval + if _is_non_time_series_trend(query): + filters_override = _date_range_override_for_intervals(query) + else: + # for non time series, it's an aggregated value for full interval + # so we need to compute full insight + filters_override = None + + calculation_result = calculate_for_query_based_insight( + insight, + team=alert.team, + execution_mode=ExecutionMode.RECENT_CACHE_CALCULATE_BLOCKING_IF_STALE, + user=None, + filters_override=filters_override, + ) + + if not calculation_result.result: + raise RuntimeError(f"No results found for insight with alert id = {alert.id}") + + current_interval_value = _pick_interval_value_from_trend_result(config, query, calculation_result) + breaches = _validate_bounds(threshold.bounds, current_interval_value) + + return AlertEvaluationResult(value=current_interval_value, breaches=breaches) + + case AlertConditionType.RELATIVE_INCREASE: + if _is_non_time_series_trend(query): + raise ValueError(f"Relative alerts not supported for non time series trends") + + # to measure relative increase, we can't alert until current interval has completed + # as to check increase less than X, we need interval to complete + # so we need to compute the trend values for last 3 intervals + # and then compare the previous interval with value for the interval before previous + filters_overrides = _date_range_override_for_intervals(query, last_x_intervals=3) + + calculation_result = calculate_for_query_based_insight( + insight, + team=alert.team, + execution_mode=ExecutionMode.RECENT_CACHE_CALCULATE_BLOCKING_IF_STALE, + user=None, + filters_override=filters_overrides, + ) + + prev_interval_value = _pick_interval_value_from_trend_result(config, query, calculation_result, -1) + prev_prev_interval_value = _pick_interval_value_from_trend_result(config, query, calculation_result, -2) + + if threshold.type == InsightThresholdType.ABSOLUTE: + increase = prev_interval_value - prev_prev_interval_value + breaches = _validate_bounds(threshold.bounds, increase) + elif threshold.type == InsightThresholdType.PERCENTAGE: + increase = (prev_interval_value - prev_prev_interval_value) / prev_prev_interval_value + breaches = _validate_bounds(threshold.bounds, increase, is_percentage=True) + else: + raise ValueError( + f"Neither relative nor absolute threshold configured for alert condition RELATIVE_INCREASE" + ) + + return AlertEvaluationResult(value=increase, breaches=breaches) + + case AlertConditionType.RELATIVE_DECREASE: + if _is_non_time_series_trend(query): + raise ValueError(f"Relative alerts not supported for non time series trends") + + # to measure relative decrease, we can't alert until current interval has completed + # as to check decrease more than X, we need interval to complete + # so we need to compute the trend values for last 3 intervals + # and then compare the previous interval with value for the interval before previous + filters_overrides = _date_range_override_for_intervals(query, last_x_intervals=3) + + calculation_result = calculate_for_query_based_insight( + insight, + team=alert.team, + execution_mode=ExecutionMode.RECENT_CACHE_CALCULATE_BLOCKING_IF_STALE, + user=None, + filters_override=filters_overrides, + ) + + prev_interval_value = _pick_interval_value_from_trend_result(config, query, calculation_result, -1) + prev_prev_interval_value = _pick_interval_value_from_trend_result(config, query, calculation_result, -2) + + if threshold.type == InsightThresholdType.ABSOLUTE: + decrease = prev_prev_interval_value - prev_interval_value + breaches = _validate_bounds(threshold.bounds, decrease) + elif threshold.type == InsightThresholdType.PERCENTAGE: + decrease = (prev_prev_interval_value - prev_interval_value) / prev_prev_interval_value + breaches = _validate_bounds(threshold.bounds, decrease, is_percentage=True) + else: + raise ValueError( + f"Neither relative nor absolute threshold configured for alert condition RELATIVE_INCREASE" + ) + + return AlertEvaluationResult(value=decrease, breaches=breaches) + + case _: + raise NotImplementedError(f"Unsupported alert condition type: {condition.type}") + + +def _is_non_time_series_trend(query: TrendsQuery) -> bool: + return bool(query.trendsFilter and query.trendsFilter.display in NON_TIME_SERIES_DISPLAY_TYPES) + + +def _date_range_override_for_intervals(query: TrendsQuery, last_x_intervals: int = 1) -> Optional[dict]: + """ + Resulting filter overrides don't set 'date_to' so we always get value for current interval. + last_x_intervals controls how many intervals to look back to + """ + assert last_x_intervals > 0 + + match query.interval: + case IntervalType.DAY: + date_from = f"-{last_x_intervals}d" + case IntervalType.WEEK: + date_from = f"-{last_x_intervals}w" + case IntervalType.MONTH: + date_from = f"-{last_x_intervals}m" + case _: + date_from = f"-{last_x_intervals}h" + + return {"date_from": date_from} + + +def _pick_interval_value_from_trend_result( + config: TrendsAlertConfig, query: TrendsQuery, results: InsightResult, interval_to_pick: int = 0 +) -> float: + """ + interval_to_pick to controls whether to pick value for current (0), last (-1), one before last (-2)... + """ + assert interval_to_pick <= 0 + + series_index = config.series_index + result = cast(list[TrendResult], results.result)[series_index] + + if _is_non_time_series_trend(query): + # only one value in result + return result["aggregated_value"] + + data = result["data"] + # data is pre sorted in ascending order of timestamps + index_from_back = len(data) - 1 + interval_to_pick + return data[index_from_back] + + +def _validate_bounds( + bounds: InsightsThresholdBounds | None, calculated_value: float, is_percentage: bool = False +) -> list[str]: + if not bounds: + return [] + + formatted_value = f"{calculated_value:.2%}" if is_percentage else calculated_value + + if bounds.lower is not None and calculated_value < bounds.lower: + lower_value = f"{bounds.lower:.2%}" if is_percentage else bounds.lower + return [f"The trend value ({formatted_value}) is below the lower threshold ({lower_value})"] + if bounds.upper is not None and calculated_value > bounds.upper: + upper_value = f"{bounds.upper:.2%}" if is_percentage else bounds.upper + return [f"The trend value ({formatted_value}) is above the upper threshold ({upper_value})"] + + return [] diff --git a/posthog/tasks/alerts/utils.py b/posthog/tasks/alerts/utils.py new file mode 100644 index 0000000000000..06b94cc938089 --- /dev/null +++ b/posthog/tasks/alerts/utils.py @@ -0,0 +1,110 @@ +from dateutil.relativedelta import relativedelta + +from django.utils import timezone +import structlog + +from posthog.email import EmailMessage +from posthog.models import AlertConfiguration +from posthog.schema import ( + ChartDisplayType, + NodeKind, + AlertCalculationInterval, +) +from dataclasses import dataclass + +logger = structlog.get_logger(__name__) + + +@dataclass +class AlertEvaluationResult: + value: float | None + breaches: list[str] | None + + +WRAPPER_NODE_KINDS = [NodeKind.DATA_TABLE_NODE, NodeKind.DATA_VISUALIZATION_NODE, NodeKind.INSIGHT_VIZ_NODE] + +NON_TIME_SERIES_DISPLAY_TYPES = { + ChartDisplayType.BOLD_NUMBER, + ChartDisplayType.ACTIONS_PIE, + ChartDisplayType.ACTIONS_BAR_VALUE, + ChartDisplayType.ACTIONS_TABLE, + ChartDisplayType.WORLD_MAP, +} + + +def calculation_interval_to_order(interval: AlertCalculationInterval | None) -> int: + match interval: + case AlertCalculationInterval.HOURLY: + return 0 + case AlertCalculationInterval.DAILY: + return 1 + case _: + return 2 + + +def alert_calculation_interval_to_relativedelta(alert_calculation_interval: AlertCalculationInterval) -> relativedelta: + match alert_calculation_interval: + case AlertCalculationInterval.HOURLY: + return relativedelta(hours=1) + case AlertCalculationInterval.DAILY: + return relativedelta(days=1) + case AlertCalculationInterval.WEEKLY: + return relativedelta(weeks=1) + case AlertCalculationInterval.MONTHLY: + return relativedelta(months=1) + case _: + raise ValueError(f"Invalid alert calculation interval: {alert_calculation_interval}") + + +def send_notifications_for_breaches(alert: AlertConfiguration, breaches: list[str]) -> None: + subject = f"PostHog alert {alert.name} is firing" + campaign_key = f"alert-firing-notification-{alert.id}-{timezone.now().timestamp()}" + insight_url = f"/project/{alert.team.pk}/insights/{alert.insight.short_id}?alert_id={alert.id}" + alert_url = f"{insight_url}/alerts/{alert.id}" + message = EmailMessage( + campaign_key=campaign_key, + subject=subject, + template_name="alert_check_firing", + template_context={ + "match_descriptions": breaches, + "insight_url": insight_url, + "insight_name": alert.insight.name, + "alert_url": alert_url, + "alert_name": alert.name, + }, + ) + targets = alert.subscribed_users.all().values_list("email", flat=True) + if not targets: + raise RuntimeError(f"no targets configured for the alert {alert.id}") + for target in targets: + message.add_recipient(email=target) + + logger.info(f"Send notifications about {len(breaches)} anomalies", alert_id=alert.id) + message.send() + + +def send_notifications_for_errors(alert: AlertConfiguration, error: dict) -> None: + subject = f"PostHog alert {alert.name} check failed to evaluate" + campaign_key = f"alert-firing-notification-{alert.id}-{timezone.now().timestamp()}" + insight_url = f"/project/{alert.team.pk}/insights/{alert.insight.short_id}?alert_id={alert.id}" + alert_url = f"{insight_url}/alerts/{alert.id}" + message = EmailMessage( + campaign_key=campaign_key, + subject=subject, + template_name="alert_check_firing", + template_context={ + "match_descriptions": error, + "insight_url": insight_url, + "insight_name": alert.insight.name, + "alert_url": alert_url, + "alert_name": alert.name, + }, + ) + targets = alert.subscribed_users.all().values_list("email", flat=True) + if not targets: + raise RuntimeError(f"no targets configured for the alert {alert.id}") + for target in targets: + message.add_recipient(email=target) + + logger.info(f"Send notifications about alert checking error", alert_id=alert.id) + message.send() diff --git a/posthog/utils.py b/posthog/utils.py index 5fc94a7722dbf..7535df0700638 100644 --- a/posthog/utils.py +++ b/posthog/utils.py @@ -175,8 +175,14 @@ def relative_date_parse_with_delta_mapping( *, always_truncate: bool = False, now: Optional[datetime.datetime] = None, + increase: bool = False, ) -> tuple[datetime.datetime, Optional[dict[str, int]], str | None]: - """Returns the parsed datetime, along with the period mapping - if the input was a relative datetime string.""" + """ + Returns the parsed datetime, along with the period mapping - if the input was a relative datetime string. + + :increase controls whether to add relative delta to the current time or subtract + Should later control this using +/- infront of the input regex + """ try: try: # This supports a few formats, but we primarily care about: @@ -245,9 +251,13 @@ def relative_date_parse_with_delta_mapping( delta_mapping["month"] = 1 delta_mapping["day"] = 1 elif match.group("position") == "End": - delta_mapping["month"] = 12 delta_mapping["day"] = 31 - parsed_dt -= relativedelta(**delta_mapping) # type: ignore + + if increase: + parsed_dt += relativedelta(**delta_mapping) # type: ignore + else: + parsed_dt -= relativedelta(**delta_mapping) # type: ignore + if always_truncate: # Truncate to the start of the hour for hour-precision datetimes, to the start of the day for larger intervals # TODO: Remove this from this function, this should not be the responsibility of it @@ -264,8 +274,11 @@ def relative_date_parse( *, always_truncate: bool = False, now: Optional[datetime.datetime] = None, + increase: bool = False, ) -> datetime.datetime: - return relative_date_parse_with_delta_mapping(input, timezone_info, always_truncate=always_truncate, now=now)[0] + return relative_date_parse_with_delta_mapping( + input, timezone_info, always_truncate=always_truncate, now=now, increase=increase + )[0] def get_js_url(request: HttpRequest) -> str:

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