refactor(dashboard): rename scatter click helper and type legend series mocks

Panel kinds declare which builder fields to keep equal across queries. A query
added or switched to another signal takes the others' values, since a signal
switch reloads its own.

.github/workflows/integrationci.yaml

@@ -75,6 +75,7 @@ jobs:
           - ttl
           - clickhousecluster
           - metricreduction
+          - metricsexplorer
         sqlstore-provider:
           - postgres
           - sqlite

.golangci.yml

@@ -41,7 +41,6 @@ linters:
       no-global: all
       context: all
       static-msg: true
-      key-naming-case: snake
   exclusions:
     generated: lax
     presets:

docs/api/openapi.yml

@@ -3581,6 +3581,7 @@ components:
       - meter-metrics
       - logs-field
       - traces-field
+      - metrics-field
       type: string
     CoretypesObject:
       properties:
@@ -3782,6 +3783,13 @@ components:
           nullable: true
           type: number
       type: object
+    DashboardtypesAxisScale:
+      enum:
+      - auto
+      - linear
+      - log
+      - symlog
+      type: string
     DashboardtypesBarChartPanelSpec:
       properties:
         axes:
@@ -4524,6 +4532,7 @@ components:
           signoz/ListPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesListPanelSpec'
           signoz/NumberPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesNumberPanelSpec'
           signoz/PieChartPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesPieChartPanelSpec'
+          signoz/ScatterPlotPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpec'
           signoz/TablePanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTablePanelSpec'
           signoz/TextPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTextPanelSpec'
           signoz/TimeSeriesPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTimeSeriesPanelSpec'
@@ -4539,6 +4548,7 @@ components:
       - $ref: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesListPanelSpec'
       - $ref: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTextPanelSpec'
       - $ref: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesHeatmapPanelSpec'
+      - $ref: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpec'
       type: object
     DashboardtypesPanelPluginKind:
       enum:
@@ -4552,6 +4562,7 @@ components:
       - signoz/ListPanel
       - signoz/TextPanel
       - signoz/HeatmapPanel
+      - signoz/ScatterPlotPanel
       type: string
     DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAreaChartPanelSpec:
       properties:
@@ -4637,6 +4648,18 @@ components:
       - kind
       - spec
       type: object
+    DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpec:
+      properties:
+        kind:
+          enum:
+          - signoz/ScatterPlotPanel
+          type: string
+        spec:
+          $ref: '#/components/schemas/DashboardtypesScatterPlotPanelSpec'
+      required:
+      - kind
+      - spec
+      type: object
     DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTablePanelSpec:
       properties:
         kind:
@@ -4716,6 +4739,16 @@ components:
         visualization:
           $ref: '#/components/schemas/DashboardtypesBasicVisualization'
       type: object
+    DashboardtypesPointDiameter:
+      maximum: 40
+      minimum: 2
+      nullable: true
+      type: integer
+    DashboardtypesPointOpacity:
+      maximum: 1
+      minimum: 0.1
+      nullable: true
+      type: number
     DashboardtypesPostableDashboardV2:
       properties:
         generateName:
@@ -4904,6 +4937,104 @@ components:
       required:
       - queryValue
       type: object
+    DashboardtypesScatterPlotAxes:
+      properties:
+        x:
+          $ref: '#/components/schemas/DashboardtypesScatterPlotAxis'
+        "y":
+          $ref: '#/components/schemas/DashboardtypesScatterPlotAxis'
+      type: object
+    DashboardtypesScatterPlotAxis:
+      properties:
+        label:
+          description: Axis title. Empty draws none.
+          type: string
+        scale:
+          $ref: '#/components/schemas/DashboardtypesAxisScale'
+        softMax:
+          nullable: true
+          type: number
+        softMin:
+          nullable: true
+          type: number
+      type: object
+    DashboardtypesScatterPlotChartAppearance:
+      properties:
+        points:
+          $ref: '#/components/schemas/DashboardtypesScatterPlotPoints'
+      type: object
+    DashboardtypesScatterPlotDimensions:
+      properties:
+        colorBy:
+          description: Group-by label names (e.g. k8s.namespace.name) whose combined
+            values colour dots and drive the legend. Empty colours by every group-by
+            label.
+          items:
+            type: string
+          nullable: true
+          type: array
+        sizeBy:
+          description: Value column key that scales dot size. Empty draws every dot
+            at the default size.
+          type: string
+        x:
+          description: Value column key (queryName, or queryName.expression for a
+            multi-aggregation query) plotted on the x axis. Empty uses the first value
+            column.
+          type: string
+        "y":
+          description: Value column key plotted on the y axis. Empty uses the second
+            value column.
+          type: string
+      type: object
+    DashboardtypesScatterPlotPanelSpec:
+      properties:
+        axes:
+          $ref: '#/components/schemas/DashboardtypesScatterPlotAxes'
+        chartAppearance:
+          $ref: '#/components/schemas/DashboardtypesScatterPlotChartAppearance'
+        dimensions:
+          $ref: '#/components/schemas/DashboardtypesScatterPlotDimensions'
+        formatting:
+          $ref: '#/components/schemas/DashboardtypesTableFormatting'
+        legend:
+          $ref: '#/components/schemas/DashboardtypesLegend'
+        thresholds:
+          items:
+            $ref: '#/components/schemas/DashboardtypesScatterPlotThreshold'
+          nullable: true
+          type: array
+        visualization:
+          $ref: '#/components/schemas/DashboardtypesBasicVisualization'
+      type: object
+    DashboardtypesScatterPlotPoints:
+      properties:
+        maxSize:
+          $ref: '#/components/schemas/DashboardtypesPointDiameter'
+        minSize:
+          $ref: '#/components/schemas/DashboardtypesPointDiameter'
+        opacity:
+          $ref: '#/components/schemas/DashboardtypesPointOpacity'
+        size:
+          $ref: '#/components/schemas/DashboardtypesPointDiameter'
+      type: object
+    DashboardtypesScatterPlotThreshold:
+      properties:
+        axis:
+          $ref: '#/components/schemas/DashboardtypesThresholdAxis'
+        color:
+          type: string
+        label:
+          type: string
+        unit:
+          type: string
+        value:
+          format: double
+          type: number
+      required:
+      - value
+      - color
+      type: object
     DashboardtypesSource:
       enum:
       - user
@@ -5017,6 +5148,11 @@ components:
       - value
       - name
       type: object
+    DashboardtypesThresholdAxis:
+      enum:
+      - x
+      - "y"
+      type: string
     DashboardtypesThresholdFormat:
       enum:
       - text
@@ -20637,9 +20773,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - metrics-field:list
       - tokenizer:
-        - VIEWER
+        - metrics-field:list
       summary: List metric names
       tags:
       - metrics
@@ -20706,9 +20842,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - rule:list
       - tokenizer:
-        - VIEWER
+        - rule:list
       summary: Get metric alerts
       tags:
       - metrics
@@ -20790,9 +20926,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - metrics-field:read
       - tokenizer:
-        - VIEWER
+        - metrics-field:read
       summary: Get metric attributes
       tags:
       - metrics
@@ -20860,9 +20996,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - metrics:read
       - tokenizer:
-        - VIEWER
+        - metrics:read
       summary: Get metric highlights
       tags:
       - metrics
@@ -20919,9 +21055,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - metrics:read
       - tokenizer:
-        - VIEWER
+        - metrics:read
       summary: Inspect raw metric data points
       tags:
       - metrics
@@ -20989,9 +21125,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - metrics-field:read
       - tokenizer:
-        - VIEWER
+        - metrics-field:read
       summary: Get metric metadata
       tags:
       - metrics
@@ -21035,9 +21171,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - EDITOR
+        - metrics-field:update
       - tokenizer:
-        - EDITOR
+        - metrics-field:update
       summary: Update metric metadata
       tags:
       - metrics
@@ -21083,9 +21219,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - metrics:read
       - tokenizer:
-        - VIEWER
+        - metrics:read
       summary: Check if non-SigNoz metrics have been received
       tags:
       - metrics
@@ -21142,9 +21278,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - metrics:read
       - tokenizer:
-        - VIEWER
+        - metrics:read
       summary: Get metrics statistics
       tags:
       - metrics
@@ -21201,9 +21337,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - metrics:read
       - tokenizer:
-        - VIEWER
+        - metrics:read
       summary: Get metrics treemap
       tags:
       - metrics
@@ -28342,9 +28478,9 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - dashboard:list
       - tokenizer:
-        - VIEWER
+        - dashboard:list
       summary: Get metric dashboards (v2)
       tags:
       - metrics

ee/modules/metricreductionrule/implmetricreductionrule/clickhouse.go

@@ -116,7 +116,7 @@ func (c *clickhouse) EstimateCardinality(ctx context.Context, metricName string,
 
 	sb := sqlbuilder.NewSelectBuilder()
 
-	reducedExpr := "1"
+	reducedExpr := "toUInt64(1)"
 	if len(keptLabels) > 0 {
 		reducedExpr = "uniq(("
 		for i, label := range keptLabels {

frontend/__mocks__/uplotMock.ts

@@ -57,6 +57,7 @@ const mockPaths = {
 const mockTzDate = jest.fn(
 	(date: Date, _timezone: string) => new Date(date.getTime()),
 );
+const mockOrient = jest.fn();
 
 // Mock uPlot constructor - this needs to be a proper constructor function
 function MockUPlot(
@@ -70,6 +71,7 @@ function MockUPlot(
 // Add static methods to the constructor
 MockUPlot.tzDate = mockTzDate;
 MockUPlot.paths = mockPaths;
+MockUPlot.orient = mockOrient;
 // Pinned so canvas-space maths in draw hooks is deterministic under jsdom.
 MockUPlot.pxRatio = 1;
 

frontend/public/locales/en/channels.json

@@ -187,5 +187,24 @@
   "slack_channel_help": "Specify channel or user, use #channel-name, @username (has to be all lowercase, no whitespace)",
   "api_key_required": "API Key is mandatory",
 	"to_required": "To field is mandatory",
-	"channel_name_required": "Channel name is mandatory"
+	"channel_name_required": "Channel name is mandatory",
+  "bot_token_required": "Bot token is mandatory for creating a telegram channel",
+  "chat_id_required": "Chat ID is mandatory for creating a telegram channel",
+  "telegram_tip": "Create a bot with @BotFather, add it to the chat, then paste its token and the chat's numeric id below.",
+  "telegram_tip_link": "Learn how",
+  "field_telegram_bot_token": "Bot token",
+  "tooltip_telegram_bot_token": "The token BotFather returns, in the form 123456789:AA...",
+  "field_telegram_chat_id": "Chat ID",
+  "tooltip_telegram_chat_id": "The numeric chat the bot posts to, negative for groups and channels. Telegram's @username form is not accepted.",
+  "placeholder_telegram_chat_id": "e.g. -1001234567890",
+  "field_telegram_message_thread_id": "Message thread ID",
+  "tooltip_telegram_message_thread_id": "Posts into one message thread of a forum group. Leave empty to post in the group itself.",
+  "field_telegram_title": "Title",
+  "tooltip_telegram_title": "Sent in bold above the message. Telegram HTML, so interpolated values are escaped.",
+  "field_telegram_message": "Message",
+  "tooltip_telegram_message": "Template for the message body. Telegram HTML, so interpolated values are escaped.",
+  "field_telegram_api_url": "Bot API URL",
+  "tooltip_telegram_api_url": "Point at a self-hosted Bot API server. Leave empty to use Telegram's.",
+  "field_telegram_disable_notifications": "Send silently",
+  "tooltip_telegram_disable_notifications": "Delivers without a sound or vibration on the recipients' devices."
 }

frontend/src/api/generated/services/sigNoz.schemas.ts

@@ -3291,6 +3291,7 @@ export enum CoretypesKindDTO {
 	'meter-metrics' = 'meter-metrics',
 	'logs-field' = 'logs-field',
 	'traces-field' = 'traces-field',
+	'metrics-field' = 'metrics-field',
 }
 export enum CoretypesTypeDTO {
 	user = 'user',
@@ -5061,6 +5062,12 @@ export interface DashboardtypesAreaChartPanelSpecDTO {
 	visualization?: DashboardtypesAreaChartVisualizationDTO;
 }
 
+export enum DashboardtypesAxisScaleDTO {
+	auto = 'auto',
+	linear = 'linear',
+	log = 'log',
+	symlog = 'symlog',
+}
 export interface DashboardtypesBarChartVisualizationDTO {
 	/**
 	 * @type boolean
@@ -5817,6 +5824,126 @@ export interface DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDa
 	spec: DashboardtypesHeatmapPanelSpecDTO;
 }
 
+export enum DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpecDTOKind {
+	'signoz/ScatterPlotPanel' = 'signoz/ScatterPlotPanel',
+}
+export interface DashboardtypesScatterPlotAxisDTO {
+	/**
+	 * @type string
+	 * @description Axis title. Empty draws none.
+	 */
+	label?: string;
+	scale?: DashboardtypesAxisScaleDTO;
+	/**
+	 * @type number,null
+	 */
+	softMax?: number | null;
+	/**
+	 * @type number,null
+	 */
+	softMin?: number | null;
+}
+
+export interface DashboardtypesScatterPlotAxesDTO {
+	x?: DashboardtypesScatterPlotAxisDTO;
+	y?: DashboardtypesScatterPlotAxisDTO;
+}
+
+/**
+ * @minimum 2
+ * @maximum 40
+ * @nullable
+ */
+export type DashboardtypesPointDiameterDTO = number | null;
+
+/**
+ * @minimum 0.1
+ * @maximum 1
+ * @nullable
+ */
+export type DashboardtypesPointOpacityDTO = number | null;
+
+export interface DashboardtypesScatterPlotPointsDTO {
+	maxSize?: DashboardtypesPointDiameterDTO | null;
+	minSize?: DashboardtypesPointDiameterDTO | null;
+	opacity?: DashboardtypesPointOpacityDTO | null;
+	size?: DashboardtypesPointDiameterDTO | null;
+}
+
+export interface DashboardtypesScatterPlotChartAppearanceDTO {
+	points?: DashboardtypesScatterPlotPointsDTO;
+}
+
+export interface DashboardtypesScatterPlotDimensionsDTO {
+	/**
+	 * @type array,null
+	 * @description Group-by label names (e.g. k8s.namespace.name) whose combined values colour dots and drive the legend. Empty colours by every group-by label.
+	 */
+	colorBy?: string[] | null;
+	/**
+	 * @type string
+	 * @description Value column key that scales dot size. Empty draws every dot at the default size.
+	 */
+	sizeBy?: string;
+	/**
+	 * @type string
+	 * @description Value column key (queryName, or queryName.expression for a multi-aggregation query) plotted on the x axis. Empty uses the first value column.
+	 */
+	x?: string;
+	/**
+	 * @type string
+	 * @description Value column key plotted on the y axis. Empty uses the second value column.
+	 */
+	y?: string;
+}
+
+export enum DashboardtypesThresholdAxisDTO {
+	x = 'x',
+	y = 'y',
+}
+export interface DashboardtypesScatterPlotThresholdDTO {
+	axis?: DashboardtypesThresholdAxisDTO;
+	/**
+	 * @type string
+	 */
+	color: string;
+	/**
+	 * @type string
+	 */
+	label?: string;
+	/**
+	 * @type string
+	 */
+	unit?: string;
+	/**
+	 * @type number
+	 * @format double
+	 */
+	value: number;
+}
+
+export interface DashboardtypesScatterPlotPanelSpecDTO {
+	axes?: DashboardtypesScatterPlotAxesDTO;
+	chartAppearance?: DashboardtypesScatterPlotChartAppearanceDTO;
+	dimensions?: DashboardtypesScatterPlotDimensionsDTO;
+	formatting?: DashboardtypesTableFormattingDTO;
+	legend?: DashboardtypesLegendDTO;
+	/**
+	 * @type array,null
+	 */
+	thresholds?: DashboardtypesScatterPlotThresholdDTO[] | null;
+	visualization?: DashboardtypesBasicVisualizationDTO;
+}
+
+export interface DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpecDTO {
+	/**
+	 * @enum signoz/ScatterPlotPanel
+	 * @type string
+	 */
+	kind: DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpecDTOKind;
+	spec: DashboardtypesScatterPlotPanelSpecDTO;
+}
+
 export type DashboardtypesPanelPluginDTO =
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTimeSeriesPanelSpecDTO
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesBarChartPanelSpecDTO
@@ -5827,7 +5954,8 @@ export type DashboardtypesPanelPluginDTO =
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesHistogramPanelSpecDTO
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesListPanelSpecDTO
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTextPanelSpecDTO
-	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesHeatmapPanelSpecDTO;
+	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesHeatmapPanelSpecDTO
+	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpecDTO;
 
 export enum Querybuildertypesv5RequestTypeDTO {
 	scalar = 'scalar',
@@ -6809,6 +6937,7 @@ export enum DashboardtypesPanelPluginKindDTO {
 	'signoz/ListPanel' = 'signoz/ListPanel',
 	'signoz/TextPanel' = 'signoz/TextPanel',
 	'signoz/HeatmapPanel' = 'signoz/HeatmapPanel',
+	'signoz/ScatterPlotPanel' = 'signoz/ScatterPlotPanel',
 }
 /**
  * @nullable

frontend/src/api/v5/queryRange/prepareQueryRangePayloadV5.test.ts

@@ -21,6 +21,7 @@ import { DataSource, ReduceOperators } from 'types/common/queryBuilder';
 
 import {
 	convertBuilderQueriesToV5,
+	mapPanelTypeToRequestType,
 	prepareQueryRangePayloadV5,
 } from './prepareQueryRangePayloadV5';
 
@@ -904,6 +905,12 @@ describe('prepareQueryRangePayloadV5', () => {
 	});
 });
 
+describe('mapPanelTypeToRequestType', () => {
+	it('sends a scatter plot as scalar, like a table', () => {
+		expect(mapPanelTypeToRequestType(PANEL_TYPES.SCATTER)).toBe('scalar');
+	});
+});
+
 describe('convertBuilderQueriesToV5 having normalization', () => {
 	const buildSpec = (having: unknown): MetricBuilderQuery => {
 		const [envelope] = convertBuilderQueriesToV5(

frontend/src/api/v5/queryRange/prepareQueryRangePayloadV5.ts

@@ -51,6 +51,7 @@ export function mapPanelTypeToRequestType(panelType: PANEL_TYPES): RequestType {
 		case PANEL_TYPES.BAR:
 			return 'time_series';
 		case PANEL_TYPES.TABLE:
+		case PANEL_TYPES.SCATTER:
 		case PANEL_TYPES.PIE:
 		case PANEL_TYPES.VALUE:
 			return 'scalar';
@@ -274,6 +275,7 @@ export function createAggregation(
 		queryData.dataSource === DataSource.METRICS &&
 		panelType &&
 		(panelType === PANEL_TYPES.TABLE ||
+			panelType === PANEL_TYPES.SCATTER ||
 			panelType === PANEL_TYPES.PIE ||
 			panelType === PANEL_TYPES.VALUE);
 

frontend/src/components/LogsFormatOptionsMenu/LogsFormatOptionsMenu.tsx

@@ -2,8 +2,11 @@ import { useCallback, useEffect, useState } from 'react';
 import { Button, InputNumber, Popover, Tooltip } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
 import cx from 'classnames';
-import { LogViewMode } from 'container/OptionsMenu/types';
-import { FontSize, OptionsMenuConfig } from 'container/OptionsMenu/types';
+import {
+	LogViewMode,
+	FontSize,
+	OptionsMenuConfig,
+} from 'container/OptionsMenu/types';
 import {
 	Check,
 	ChevronLeft,

frontend/src/components/QueryBuilderV2/QueryBuilderV2.tsx

@@ -1,9 +1,14 @@
 import { memo, useCallback, useEffect, useMemo, useRef } from 'react';
 import { TelemetrytypesSignalDTO } from 'api/generated/services/sigNoz.schemas';
+import { PANEL_TYPES } from 'constants/queryBuilder';
 import { Formula } from 'container/QueryBuilder/components/Formula';
 import { QueryBuilderProps } from 'container/QueryBuilder/QueryBuilder.interfaces';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { IBuilderTraceOperator } from 'types/api/queryBuilder/queryBuilderData';
+import { getBuilderVariant } from 'lib/query/queryMode';
+import {
+	BuilderVariant,
+	IBuilderTraceOperator,
+} from 'types/api/queryBuilder/queryBuilderData';
 import { DataSource } from 'types/common/queryBuilder';
 
 import { QueryBuilderField } from './queryBuilderFields.types';
@@ -59,8 +64,20 @@ export const QueryBuilderV2 = memo(function QueryBuilderV2({
 		[config],
 	);
 
+	const isAIQuery =
+		getBuilderVariant(currentQuery.builder) === BuilderVariant.AI;
+
 	useEffect(() => {
 		if (currentDataSource !== initialDataSource || newPanelType !== panelType) {
+			// AI queries are traces-only; BAR must not force metrics on them.
+			if (isAIQuery) {
+				handleSetConfig(newPanelType, DataSource.TRACES);
+				return;
+			}
+			if (newPanelType === PANEL_TYPES.BAR) {
+				handleSetConfig(PANEL_TYPES.BAR, DataSource.METRICS);
+				return;
+			}
 			handleSetConfig(newPanelType, currentDataSource);
 		}
 	}, [
@@ -69,6 +86,7 @@ export const QueryBuilderV2 = memo(function QueryBuilderV2({
 		initialDataSource,
 		currentDataSource,
 		newPanelType,
+		isAIQuery,
 	]);
 
 	useEffect(() => {

frontend/src/components/QueryBuilderV2/QueryV2/QueryAggregation/QueryAggregation.tsx

@@ -18,6 +18,7 @@ import {
 	STEP_INTERVAL_PLACEHOLDER,
 } from '../../queryBuilderFields.utils';
 
+import { isScalarPanelType } from '../panelTypes';
 import QueryAggregationSelect from './QueryAggregationSelect';
 
 import './QueryAggregation.styles.scss';
@@ -45,10 +46,7 @@ function QueryAggregationOptions({
 		const isNonMetricSource =
 			dataSource === DataSource.TRACES || dataSource === DataSource.LOGS;
 
-		if (
-			isNonMetricSource &&
-			(panelType === PANEL_TYPES.TABLE || panelType === PANEL_TYPES.PIE)
-		) {
+		if (isNonMetricSource && isScalarPanelType(panelType)) {
 			return { hidden: true, disabled: false, pinned: false };
 		}
 

frontend/src/components/QueryBuilderV2/QueryV2/QueryV2.tsx

@@ -9,7 +9,6 @@ import {
 import { Dropdown, type DropdownItemType } from '@signozhq/ui/dropdown';
 import cx from 'classnames';
 import { ENTITY_VERSION_V4, ENTITY_VERSION_V5 } from 'constants/app';
-import { PANEL_TYPES } from 'constants/queryBuilder';
 import QBEntityOptions from 'container/QueryBuilder/components/QBEntityOptions/QBEntityOptions';
 import { QueryProps } from 'container/QueryBuilder/type';
 import SpanScopeSelector from 'container/QueryBuilder/filters/QueryBuilderSearchV2/SpanScopeSelector';
@@ -27,6 +26,7 @@ import {
 	resolveQueryBuilderField,
 } from '../queryBuilderFields.utils';
 
+import { isScalarPanelType } from './panelTypes';
 import MetricsAggregateSection from './MerticsAggregateSection/MetricsAggregateSection';
 import { MetricsSelect } from './MetricsSelect/MetricsSelect';
 import QueryAddOns from './QueryAddOns/QueryAddOns';
@@ -112,11 +112,7 @@ export const QueryV2 = forwardRef(function QueryV2(
 	}
 
 	const showReduceTo = useMemo(
-		() =>
-			dataSource === DataSource.METRICS &&
-			(panelType === PANEL_TYPES.TABLE ||
-				panelType === PANEL_TYPES.PIE ||
-				panelType === PANEL_TYPES.VALUE),
+		() => dataSource === DataSource.METRICS && isScalarPanelType(panelType),
 		[dataSource, panelType],
 	);
 

frontend/src/components/QueryBuilderV2/QueryV2/panelTypes.ts

@@ -0,0 +1,13 @@
+import { PANEL_TYPES } from 'constants/queryBuilder';
+
+/** Panels that reduce each query to one value per group over the whole window. */
+const SCALAR_PANEL_TYPES: ReadonlySet<string> = new Set<string>([
+	PANEL_TYPES.TABLE,
+	PANEL_TYPES.SCATTER,
+	PANEL_TYPES.PIE,
+	PANEL_TYPES.VALUE,
+]);
+
+export function isScalarPanelType(panelType?: string | null): boolean {
+	return panelType != null && SCALAR_PANEL_TYPES.has(panelType);
+}

frontend/src/components/QueryBuilderV2/__tests__/QueryAggregation.test.tsx

@@ -14,6 +14,17 @@ jest.mock('../QueryV2/QueryAggregation/QueryAggregationSelect', () => ({
 const queryData = initialQueriesMap.traces.builder
 	.queryData[0] as IBuilderQuery;
 
+function renderFor(panelType: PANEL_TYPES, dataSource: DataSource): void {
+	render(
+		<QueryAggregationOptions
+			dataSource={dataSource}
+			panelType={panelType}
+			onAggregationIntervalChange={jest.fn()}
+			queryData={queryData}
+		/>,
+	);
+}
+
 describe('QueryAggregationOptions step interval placeholder', () => {
 	it('shows the configured placeholder', () => {
 		render(
@@ -34,14 +45,27 @@ describe('QueryAggregationOptions step interval placeholder', () => {
 	});
 
 	it('falls back to Auto', () => {
-		render(
-			<QueryAggregationOptions
-				dataSource={DataSource.TRACES}
-				panelType={PANEL_TYPES.TIME_SERIES}
-				onAggregationIntervalChange={jest.fn()}
-				queryData={queryData}
-			/>,
-		);
+		renderFor(PANEL_TYPES.TIME_SERIES, DataSource.TRACES);
 		expect(screen.getByPlaceholderText('Auto')).toBeInTheDocument();
 	});
 });
+
+describe('QueryAggregationOptions step interval', () => {
+	it.each([PANEL_TYPES.TABLE, PANEL_TYPES.SCATTER, PANEL_TYPES.PIE])(
+		'is hidden for a %s panel over traces, which reduces the whole window',
+		(panelType) => {
+			renderFor(panelType, DataSource.TRACES);
+			expect(screen.queryByText('every')).not.toBeInTheDocument();
+		},
+	);
+
+	it('stays for a scatter plot over metrics, where it sets the series step', () => {
+		renderFor(PANEL_TYPES.SCATTER, DataSource.METRICS);
+		expect(screen.getByText('every')).toBeInTheDocument();
+	});
+
+	it('stays for a time series over traces', () => {
+		renderFor(PANEL_TYPES.TIME_SERIES, DataSource.TRACES);
+		expect(screen.getByText('every')).toBeInTheDocument();
+	});
+});

frontend/src/components/QueryBuilderV2/__tests__/QueryBuilderV2.config.test.tsx

@@ -1,109 +0,0 @@
-import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { render } from 'tests/test-utils';
-import { QueryMode } from 'types/api/queryBuilder/queryBuilderData';
-import type { Query } from 'types/api/queryBuilder/queryBuilderData';
-import { DataSource } from 'types/common/queryBuilder';
-
-import { QueryBuilderV2 } from '../QueryBuilderV2';
-
-jest.mock('hooks/queryBuilder/useQueryBuilder');
-jest.mock('../QueryV2/QueryV2', () => ({ QueryV2: (): null => null }));
-jest.mock('../QueryV2/QueryFooter/QueryFooter', () => (): null => null);
-
-const mockedUseQueryBuilder = jest.mocked(useQueryBuilder);
-
-const aiQuery: Query = {
-	...initialQueriesMap.traces,
-	builder: {
-		...initialQueriesMap.traces.builder,
-		queryData: initialQueriesMap.traces.builder.queryData.map((query) => ({
-			...query,
-			builderQueryType: QueryMode.AI_QUERY_BUILDER,
-		})),
-	},
-};
-
-function mockContext({
-	panelType = null,
-	initialDataSource = null,
-	currentQuery = initialQueriesMap.metrics,
-}: {
-	panelType?: PANEL_TYPES | null;
-	initialDataSource?: DataSource | null;
-	currentQuery?: Query;
-}): jest.Mock {
-	const handleSetConfig = jest.fn();
-	mockedUseQueryBuilder.mockReturnValue({
-		currentQuery,
-		panelType,
-		initialDataSource,
-		handleSetConfig,
-		addNewBuilderQuery: jest.fn(),
-		addNewFormula: jest.fn(),
-		addTraceOperator: jest.fn(),
-		handleRunQuery: jest.fn(),
-	} as unknown as ReturnType<typeof useQueryBuilder>);
-	return handleSetConfig;
-}
-
-describe('QueryBuilderV2 provider config sync', () => {
-	it('leaves the data source unset for a bar panel without a static config', () => {
-		const handleSetConfig = mockContext({});
-
-		render(<QueryBuilderV2 panelType={PANEL_TYPES.BAR} version="v3" />);
-
-		expect(handleSetConfig).toHaveBeenCalledWith(PANEL_TYPES.BAR, null);
-	});
-
-	it('syncs the static data source', () => {
-		const handleSetConfig = mockContext({});
-
-		render(
-			<QueryBuilderV2
-				version="v3"
-				panelType={PANEL_TYPES.BAR}
-				config={{ initialDataSource: DataSource.LOGS, queryVariant: 'static' }}
-			/>,
-		);
-
-		expect(handleSetConfig).toHaveBeenCalledWith(
-			PANEL_TYPES.BAR,
-			DataSource.LOGS,
-		);
-	});
-
-	it('keeps an AI query on traces for a bar panel', () => {
-		const handleSetConfig = mockContext({ currentQuery: aiQuery });
-
-		render(
-			<QueryBuilderV2
-				version="v3"
-				panelType={PANEL_TYPES.BAR}
-				config={{ initialDataSource: DataSource.TRACES, queryVariant: 'static' }}
-			/>,
-		);
-
-		expect(handleSetConfig).toHaveBeenCalledWith(
-			PANEL_TYPES.BAR,
-			DataSource.TRACES,
-		);
-	});
-
-	it('does not reset the config when the provider already matches', () => {
-		const handleSetConfig = mockContext({
-			panelType: PANEL_TYPES.TIME_SERIES,
-			initialDataSource: DataSource.TRACES,
-		});
-
-		render(
-			<QueryBuilderV2
-				version="v3"
-				panelType={PANEL_TYPES.TIME_SERIES}
-				config={{ initialDataSource: DataSource.TRACES, queryVariant: 'static' }}
-			/>,
-		);
-
-		expect(handleSetConfig).not.toHaveBeenCalled();
-	});
-});

frontend/src/constants/panelTypes.ts

@@ -36,6 +36,7 @@ export const getComponentForPanelType = (
 		[PANEL_TYPES.HEATMAP]: null,
 		// Dashboards v2 renders this kind; nothing reaches the V1 chart map for it.
 		[PANEL_TYPES.TEXT]: null,
+		[PANEL_TYPES.SCATTER]: null,
 		[PANEL_TYPES.EMPTY_WIDGET]: null,
 	};
 

frontend/src/constants/queryBuilder.ts

@@ -337,6 +337,7 @@ export enum PANEL_TYPES {
 	TRACE = 'trace',
 	BAR = 'bar',
 	AREA = 'area',
+	SCATTER = 'scatter',
 	PIE = 'pie',
 	HISTOGRAM = 'histogram',
 	HEATMAP = 'heatmap',

frontend/src/container/FormAlertChannels/Settings/Telegram.tsx

@@ -0,0 +1,174 @@
+import { useTranslation } from 'react-i18next';
+import { Controller, useFormContext } from 'react-hook-form';
+import { Input } from '@signozhq/ui/input';
+import { Switch } from '@signozhq/ui/switch';
+import { Typography } from '@signozhq/ui/typography';
+import { Input as AntdInput } from 'antd';
+
+import { ChannelSpecFormValues } from '../../CreateAlertChannels/types';
+import FormCard from '../FormCard';
+import FormField from '../FormField';
+
+const { TextArea } = AntdInput;
+
+/**
+ * The API models the chat and the topic as integers. An empty or half-typed box
+ * has to become `undefined`, not `NaN`: `omitBlank` keeps `NaN`, which
+ * serialises as `null` and the API rejects it. react-hook-form also runs this
+ * over the value already in the form, which arrives as a number, not a string.
+ */
+const asOptionalNumber = (value: unknown): number | undefined => {
+	if (typeof value === 'number') {
+		return Number.isNaN(value) ? undefined : value;
+	}
+
+	if (typeof value !== 'string' || value.trim() === '') {
+		return undefined;
+	}
+
+	const parsed = Number(value);
+	return Number.isNaN(parsed) ? undefined : parsed;
+};
+
+function TelegramSettings(): JSX.Element {
+	const { t } = useTranslation('channels');
+	const {
+		register,
+		control,
+		formState: { errors },
+	} = useFormContext<ChannelSpecFormValues>();
+
+	return (
+		<>
+			<FormCard title={t('section_connection')}>
+				<Typography.Text
+					color="muted"
+					size="sm"
+					testId="telegram-tip"
+					style={{ display: 'block', marginBottom: 16 }}
+				>
+					{t('telegram_tip')}{' '}
+					<Typography.Link
+						href="https://core.telegram.org/bots#how-do-i-create-a-bot"
+						target="_blank"
+						rel="noopener noreferrer"
+					>
+						{t('telegram_tip_link')}
+					</Typography.Link>
+				</Typography.Text>
+
+				<FormField
+					label={t('field_telegram_bot_token')}
+					tooltip={t('tooltip_telegram_bot_token')}
+					error={errors.botToken?.message}
+					required
+				>
+					<Input
+						{...register('botToken')}
+						aria-required
+						type="password"
+						data-testid="telegram-bot-token-textbox"
+					/>
+				</FormField>
+
+				<FormField
+					label={t('field_telegram_chat_id')}
+					tooltip={t('tooltip_telegram_chat_id')}
+					error={errors.chatId?.message}
+					required
+				>
+					<Input
+						{...register('chatId', { setValueAs: asOptionalNumber })}
+						aria-required
+						type="number"
+						placeholder={t('placeholder_telegram_chat_id')}
+						data-testid="telegram-chat-id-textbox"
+					/>
+				</FormField>
+
+				<FormField
+					label={t('field_telegram_message_thread_id')}
+					tooltip={t('tooltip_telegram_message_thread_id')}
+					error={errors.messageThreadId?.message}
+				>
+					<Input
+						{...register('messageThreadId', { setValueAs: asOptionalNumber })}
+						type="number"
+						data-testid="telegram-message-thread-id-textbox"
+					/>
+				</FormField>
+			</FormCard>
+
+			<FormCard title={t('section_message')}>
+				<FormField
+					label={t('field_telegram_title')}
+					tooltip={t('tooltip_telegram_title')}
+					error={errors.title?.message}
+				>
+					<Controller
+						control={control}
+						name="title"
+						render={({ field }): JSX.Element => (
+							<TextArea
+								rows={2}
+								data-testid="telegram-title-textarea"
+								value={(field.value as string) ?? ''}
+								onChange={field.onChange}
+							/>
+						)}
+					/>
+				</FormField>
+
+				<FormField
+					label={t('field_telegram_message')}
+					tooltip={t('tooltip_telegram_message')}
+					error={errors.message?.message}
+				>
+					<Controller
+						control={control}
+						name="message"
+						render={({ field }): JSX.Element => (
+							<TextArea
+								rows={6}
+								data-testid="telegram-message-textarea"
+								value={(field.value as string) ?? ''}
+								onChange={field.onChange}
+							/>
+						)}
+					/>
+				</FormField>
+			</FormCard>
+
+			<FormCard title={t('section_advanced')}>
+				<FormField
+					label={t('field_telegram_api_url')}
+					tooltip={t('tooltip_telegram_api_url')}
+					error={errors.apiUrl?.message}
+				>
+					<Input {...register('apiUrl')} data-testid="telegram-api-url-textbox" />
+				</FormField>
+
+				<FormField
+					label={t('field_telegram_disable_notifications')}
+					tooltip={t('tooltip_telegram_disable_notifications')}
+				>
+					<Controller
+						control={control}
+						name="disableNotifications"
+						render={({ field }): JSX.Element => (
+							<Switch
+								color="primary"
+								textPlacement="right"
+								testId="telegram-disable-notifications-switch"
+								value={!!field.value}
+								onChange={field.onChange}
+							/>
+						)}
+					/>
+				</FormField>
+			</FormCard>
+		</>
+	);
+}
+
+export default TelegramSettings;

frontend/src/container/FormAlertChannels/index.tsx

@@ -20,6 +20,7 @@ import MsTeamsSettings from './Settings/MsTeams';
 import OpsgenieSettings from './Settings/Opsgenie';
 import PagerSettings from './Settings/Pager';
 import SlackSettings from './Settings/Slack';
+import TelegramSettings from './Settings/Telegram';
 import WebhookSettings from './Settings/Webhook';
 import { Button } from '@signozhq/ui/button';
 
@@ -38,6 +39,7 @@ const CHANNEL_TYPE_OPTIONS = [
 	{ value: ChannelKind.jira, label: 'Jira' },
 	{ value: ChannelKind.jsmops, label: 'Jira Service Management Ops' },
 	{ value: ChannelKind.incidentio, label: 'incident.io' },
+	{ value: ChannelKind.telegram, label: 'Telegram' },
 ];
 
 function FormAlertChannels({
@@ -80,6 +82,8 @@ function FormAlertChannels({
 				return <IncidentIOSettings />;
 			case ChannelKind.opsgenie:
 				return <OpsgenieSettings />;
+			case ChannelKind.telegram:
+				return <TelegramSettings />;
 			case ChannelKind.email:
 				return <EmailSettings />;
 			default:

frontend/src/container/WidgetCard/Card/FullView/contants.ts

@@ -28,6 +28,7 @@ export const PANEL_TYPES_VS_FULL_VIEW_TABLE: PanelTypeAndGraphManagerVisibilityP
 		TRACE: false,
 		BAR: true,
 		AREA: true,
+		SCATTER: false,
 		PIE: false,
 		HISTOGRAM: false,
 		HEATMAP: false,

frontend/src/container/WidgetCard/Panels/constants.ts

@@ -16,6 +16,7 @@ export const PanelTypeVsPanelWrapper = {
 	[PANEL_TYPES.TRACE]: null,
 	// Dashboards v2 renders this kind; the V1 wrapper map is never asked for it.
 	[PANEL_TYPES.TEXT]: null,
+	[PANEL_TYPES.SCATTER]: null,
 	[PANEL_TYPES.EMPTY_WIDGET]: null,
 	[PANEL_TYPES.PIE]: PiePanelWrapper,
 	[PANEL_TYPES.BAR]: BarPanel,

frontend/src/lib/query/panelTypeDataSourceFormValuesMap.ts

@@ -14,6 +14,7 @@ export type PartialPanelTypes = {
 	[PANEL_TYPES.AREA]: 'area';
 	[PANEL_TYPES.VALUE]: 'value';
 	[PANEL_TYPES.PIE]: 'pie';
+	[PANEL_TYPES.SCATTER]: 'scatter';
 	[PANEL_TYPES.HISTOGRAM]: 'histogram';
 	[PANEL_TYPES.HEATMAP]: 'heatmap';
 };
@@ -150,6 +151,7 @@ export const panelTypeDataSourceFormValuesMap: Record<
 	[PANEL_TYPES.HEATMAP]: bySource(HEATMAP, HEATMAP_METRICS),
 	[PANEL_TYPES.TABLE]: bySource(SERIES, SCALAR_METRICS),
 	[PANEL_TYPES.PIE]: bySource(SERIES, SCALAR_METRICS),
+	[PANEL_TYPES.SCATTER]: bySource(SERIES, SCALAR_METRICS),
 	[PANEL_TYPES.VALUE]: bySource(SINGLE_VALUE, SINGLE_VALUE_METRICS),
 	[PANEL_TYPES.LIST]: bySource(RAW_ROWS, RAW_ROWS_METRICS),
 };

frontend/src/lib/uPlotV2/components/Tooltip/ScatterTooltip.module.scss

@@ -0,0 +1,94 @@
+// Sections own the padding so the footer spans edge to edge.
+.container {
+	// Same inset as the heatmap tooltip.
+	--gutter: 14px;
+
+	font-family: 'Inter';
+	font-size: 12px;
+	background: var(--l2-background);
+	-webkit-font-smoothing: antialiased;
+	color: var(--l2-foreground);
+	border-radius: 6px;
+	border: 1px solid var(--l2-border);
+	display: flex;
+	flex-direction: column;
+	min-width: 220px;
+
+	&.pinned {
+		border-color: var(--ring);
+	}
+}
+
+.divider {
+	display: block;
+	width: 100%;
+	height: 1px;
+	background-color: var(--l2-border);
+}
+
+.header {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-3);
+	padding: var(--spacing-6) var(--gutter);
+}
+
+// Matches the legend row's marker.
+.marker {
+	box-sizing: border-box;
+	width: 12px;
+	height: 12px;
+	border: 1.5px solid;
+	border-radius: var(--radius);
+	flex-shrink: 0;
+}
+
+.title {
+	flex: 1;
+	min-width: 0;
+	font-family: var(--font-mono);
+	font-size: var(--font-size-xs);
+	font-weight: 600;
+	color: var(--text-vanilla-100);
+	overflow: hidden;
+	text-overflow: ellipsis;
+	white-space: nowrap;
+}
+
+.rows {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-2);
+	padding: var(--spacing-5) var(--gutter);
+}
+
+.row {
+	display: flex;
+	align-items: baseline;
+	justify-content: space-between;
+	gap: var(--spacing-4);
+	font-family: var(--font-mono);
+	font-size: var(--font-size-xs);
+	font-variant-numeric: tabular-nums;
+	color: var(--text-vanilla-100);
+}
+
+.rowMuted {
+	color: var(--text-vanilla-400);
+}
+
+.rowLabel {
+	flex: 1;
+	min-width: 0;
+	overflow: hidden;
+	text-overflow: ellipsis;
+	white-space: nowrap;
+}
+
+.rowValue {
+	flex: 0 0 auto;
+	max-width: 60%;
+	overflow: hidden;
+	text-overflow: ellipsis;
+	white-space: nowrap;
+}

frontend/src/lib/uPlotV2/components/Tooltip/ScatterTooltip.tsx

@@ -0,0 +1,139 @@
+import { useMemo } from 'react';
+import cx from 'classnames';
+import { Pin } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+
+import { ScatterTooltipProps } from '../types';
+import { buildChannelRows, resolveHoveredPoint } from './scatterTooltipContent';
+
+import Styles from './ScatterTooltip.module.scss';
+
+/** Own component: the shared Tooltip lists one row per series at a shared x. */
+export default function ScatterTooltip({
+	uPlotInstance,
+	dataIndexes,
+	seriesIndex,
+	channels,
+	resolvePointGroupValues,
+	decimalPrecision,
+	isPinned,
+	dismiss,
+	renderTooltipFooter,
+}: ScatterTooltipProps): JSX.Element | null {
+	const hoveredPoint = useMemo(
+		() => resolveHoveredPoint(uPlotInstance, seriesIndex, dataIndexes),
+		[uPlotInstance, seriesIndex, dataIndexes],
+	);
+
+	const rows = useMemo(
+		() =>
+			hoveredPoint
+				? buildChannelRows(hoveredPoint, channels, decimalPrecision)
+				: [],
+		[hoveredPoint, channels, decimalPrecision],
+	);
+
+	const labels = useMemo(
+		() =>
+			hoveredPoint
+				? (resolvePointGroupValues?.(
+						hoveredPoint.seriesIndex,
+						hoveredPoint.dataIndex,
+					) ?? [])
+				: [],
+		[hoveredPoint, resolvePointGroupValues],
+	);
+
+	if (!hoveredPoint) {
+		return null;
+	}
+
+	return (
+		<div
+			className={cx(Styles.container, { [Styles.pinned]: isPinned })}
+			data-pinned={isPinned}
+			data-testid="scatter-tooltip"
+		>
+			<div className={Styles.header}>
+				<span
+					className={Styles.marker}
+					style={{
+						backgroundColor: hoveredPoint.color,
+						borderColor: hoveredPoint.color,
+					}}
+				/>
+				<Typography.Text
+					as="span"
+					className={Styles.title}
+					title={hoveredPoint.label}
+					testId="scatter-tooltip-title"
+				>
+					{hoveredPoint.label}
+				</Typography.Text>
+				{isPinned && (
+					<Button
+						variant="ghost"
+						color="secondary"
+						size="sm"
+						prefix={<Pin size={12} />}
+						testId="scatter-tooltip-status"
+					>
+						Pinned
+					</Button>
+				)}
+			</div>
+
+			<span className={Styles.divider} />
+
+			<div className={Styles.rows}>
+				{rows.map((row) => (
+					<div
+						key={row.label}
+						className={Styles.row}
+						data-testid="scatter-tooltip-row"
+					>
+						<Typography.Text as="span" className={Styles.rowLabel}>
+							{row.label}
+						</Typography.Text>
+						<Typography.Text as="span" className={Styles.rowValue}>
+							{row.value}
+						</Typography.Text>
+					</div>
+				))}
+			</div>
+
+			{labels.length > 0 && (
+				<>
+					<span className={Styles.divider} />
+					<div className={Styles.rows}>
+						{labels.map((label) => (
+							<div
+								key={label.key}
+								className={cx(Styles.row, Styles.rowMuted)}
+								data-testid="scatter-tooltip-label"
+							>
+								<Typography.Text
+									as="span"
+									className={Styles.rowLabel}
+									title={label.key}
+								>
+									{label.key}
+								</Typography.Text>
+								<Typography.Text
+									as="span"
+									className={Styles.rowValue}
+									title={label.value}
+								>
+									{label.value}
+								</Typography.Text>
+							</div>
+						))}
+					</div>
+				</>
+			)}
+
+			{renderTooltipFooter?.({ isPinned, dismiss })}
+		</div>
+	);
+}

frontend/src/lib/uPlotV2/components/Tooltip/__tests__/scatterTooltipContent.test.ts

@@ -0,0 +1,107 @@
+import type uPlot from 'uplot';
+
+import {
+	buildChannelRows,
+	resolveHoveredPoint,
+	ScatterHoveredPoint,
+} from '../scatterTooltipContent';
+
+jest.mock('components/Graph/yAxisConfig', () => ({
+	getToolTipValue: jest.fn((value: number | string, unit?: string) =>
+		`${value} ${unit ?? ''}`.trim(),
+	),
+}));
+
+const plot = {
+	data: [
+		null,
+		[
+			[10, 20],
+			[100, 200],
+			[5, null],
+		],
+		[[30], [300]],
+	],
+	series: [
+		{},
+		{ label: 'cart', stroke: '#ff0000' },
+		{ label: 'checkout', stroke: (): string => '#00ff00' },
+	],
+} as unknown as uPlot;
+
+describe('resolveHoveredPoint', () => {
+	it('reads the focused series at its own data index', () => {
+		expect(resolveHoveredPoint(plot, 1, [null, 1, null])).toStrictEqual({
+			seriesIndex: 1,
+			dataIndex: 1,
+			label: 'cart',
+			color: '#ff0000',
+			x: 20,
+			y: 200,
+			size: null,
+		});
+	});
+
+	it('carries the size column when present and resolves function strokes', () => {
+		expect(resolveHoveredPoint(plot, 1, [null, 0, null])?.size).toBe(5);
+		expect(resolveHoveredPoint(plot, 2, [null, null, 0])).toMatchObject({
+			label: 'checkout',
+			color: '#00ff00',
+			size: null,
+		});
+	});
+
+	it('is null without a focused series or an index for it', () => {
+		expect(resolveHoveredPoint(plot, null, [null, 0, null])).toBeNull();
+		expect(resolveHoveredPoint(plot, 0, [0, 0, null])).toBeNull();
+		expect(resolveHoveredPoint(plot, 1, [null, null, null])).toBeNull();
+	});
+});
+
+describe('buildChannelRows', () => {
+	const point: ScatterHoveredPoint = {
+		seriesIndex: 1,
+		dataIndex: 0,
+		label: 'cart',
+		color: '#f00',
+		x: 12,
+		y: 340,
+		size: 7,
+	};
+
+	it('formats x and y with their own units', () => {
+		const rows = buildChannelRows(point, {
+			x: { label: 'Throughput', unit: 'reqps' },
+			y: { label: 'p99', unit: 'ms' },
+		});
+
+		expect(rows).toStrictEqual([
+			{ label: 'Throughput', value: '12 reqps' },
+			{ label: 'p99', value: '340 ms' },
+		]);
+	});
+
+	it('adds the size row only when the channel is mapped and the point has one', () => {
+		const channels = {
+			x: { label: 'x' },
+			y: { label: 'y' },
+			size: { label: 'Errors' },
+		};
+
+		expect(buildChannelRows(point, channels)).toHaveLength(3);
+		expect(buildChannelRows({ ...point, size: null }, channels)).toHaveLength(2);
+	});
+
+	it('leaves out a size row that repeats the x row', () => {
+		const rows = buildChannelRows(
+			{ ...point, size: point.x },
+			{
+				x: { label: 'A.count()' },
+				y: { label: 'p99' },
+				size: { label: 'A.count()' },
+			},
+		);
+
+		expect(rows.map((row) => row.label)).toStrictEqual(['A.count()', 'p99']);
+	});
+});

frontend/src/lib/uPlotV2/components/Tooltip/scatterTooltipContent.ts

@@ -0,0 +1,97 @@
+import { PrecisionOption } from 'components/Graph/types';
+import { getToolTipValue } from 'components/Graph/yAxisConfig';
+import type uPlot from 'uplot';
+
+import type {
+	ScatterChannel,
+	ScatterChannels,
+	ScatterSeriesData,
+} from '../../plugins/ScatterPlugin/types';
+import { resolveSeriesColor } from './utils';
+
+export interface ScatterHoveredPoint {
+	seriesIndex: number;
+	dataIndex: number;
+	label: string;
+	color: string;
+	x: number;
+	y: number;
+	size: number | null;
+}
+
+export interface ScatterTooltipRow {
+	label: string;
+	value: string;
+}
+
+export function resolveHoveredPoint(
+	u: uPlot,
+	seriesIndex: number | null,
+	dataIndexes: Array<number | null>,
+): ScatterHoveredPoint | null {
+	if (seriesIndex == null || seriesIndex < 1) {
+		return null;
+	}
+	const dataIndex = dataIndexes[seriesIndex];
+	const series = u.series[seriesIndex];
+	const columns = u.data[seriesIndex] as unknown as
+		| ScatterSeriesData
+		| undefined;
+	if (dataIndex == null || !series || !columns) {
+		return null;
+	}
+	const x = columns[0][dataIndex];
+	const y = columns[1][dataIndex];
+	if (x == null || y == null) {
+		return null;
+	}
+	return {
+		seriesIndex,
+		dataIndex,
+		label: String(series.label ?? ''),
+		color: resolveSeriesColor(series.stroke, u, seriesIndex),
+		x,
+		y,
+		size: columns[2]?.[dataIndex] ?? null,
+	};
+}
+
+function formatChannel(
+	value: number,
+	channel: ScatterChannel,
+	decimalPrecision?: PrecisionOption,
+): string {
+	return getToolTipValue(value, channel.unit, decimalPrecision);
+}
+
+export function buildChannelRows(
+	point: ScatterHoveredPoint,
+	channels: ScatterChannels,
+	decimalPrecision?: PrecisionOption,
+): ScatterTooltipRow[] {
+	const rows: ScatterTooltipRow[] = [
+		{
+			label: channels.x.label,
+			value: formatChannel(point.x, channels.x, decimalPrecision),
+		},
+		{
+			label: channels.y.label,
+			value: formatChannel(point.y, channels.y, decimalPrecision),
+		},
+	];
+	if (channels.size && point.size != null) {
+		const sizeRow = {
+			label: channels.size.label,
+			value: formatChannel(point.size, channels.size, decimalPrecision),
+		};
+		// Size bound to the X or Y column would only repeat that row.
+		if (
+			!rows.some(
+				(row) => row.label === sizeRow.label && row.value === sizeRow.value,
+			)
+		) {
+			rows.push(sizeRow);
+		}
+	}
+	return rows;
+}

frontend/src/lib/uPlotV2/components/types.ts

@@ -6,6 +6,10 @@ import uPlot from 'uplot';
 import { UPlotConfigBuilder } from '../config/UPlotConfigBuilder';
 import { LegendItem } from '../config/types';
 import { HeatmapSeries, HeatmapYAxis } from '../plugins/HeatmapPlugin/types';
+import type {
+	ScatterChannels,
+	ScatterPointLabel,
+} from '../plugins/ScatterPlugin/types';
 import { SyncTooltipFilterMode } from '../plugins/TooltipPlugin/types';
 
 /**
@@ -119,6 +123,16 @@ export interface HeatmapTooltipProps
 	groupColor: string;
 }
 
+export interface ScatterTooltipProps
+	extends BaseTooltipProps, TooltipRenderArgs {
+	channels: ScatterChannels;
+	/** The group values behind a point, e.g. `service.name` → `cart`. */
+	resolvePointGroupValues?: (
+		seriesIndex: number,
+		dataIndex: number,
+	) => ScatterPointLabel[];
+}
+
 export type TooltipProps =
 	| TimeSeriesTooltipProps
 	| BarTooltipProps

frontend/src/lib/uPlotV2/config/UPlotAxisBuilder.ts

@@ -39,6 +39,16 @@ export class UPlotAxisBuilder extends ConfigBuilder<AxisProps, Axis> {
 		};
 	}
 
+	/** Styled like the grid. */
+	private buildBorderConfig(
+		grid: uPlot.Axis.Grid | undefined,
+	): uPlot.Axis.Border | undefined {
+		if (this.props.showBorder === false || !grid || grid.show === false) {
+			return undefined;
+		}
+		return { show: true, stroke: grid.stroke, width: grid.width };
+	}
+
 	/**
 	 * Build ticks configuration
 	 */
@@ -59,31 +69,47 @@ export class UPlotAxisBuilder extends ConfigBuilder<AxisProps, Axis> {
 
 	/**
 	 * Build values formatter for X-axis (time)
+	 * A non-time x axis with a unit or precision formats like a value axis.
 	 */
 	private buildXAxisValuesFormatter(): uPlot.Axis.Values | undefined {
-		const { isTimeAxis } = this.props;
+		const { isTimeAxis, yAxisUnit, decimalPrecision } = this.props;
 
 		if (isTimeAxis) {
 			return uPlotXAxisValuesFormat as uPlot.Axis.Values;
 		}
 
+		if (yAxisUnit !== undefined || decimalPrecision !== undefined) {
+			return this.buildValueAxisFormatter();
+		}
+
 		return undefined;
 	}
 
 	/**
 	 * Build values formatter for Y-axis (values with units)
+	 * Blanks splits outside the scale; uPlot's asinh splits always include ±threshold.
 	 */
-	private buildYAxisValuesFormatter(): uPlot.Axis.Values {
-		const { yAxisUnit, decimalPrecision } = this.props;
+	private buildValueAxisFormatter(): uPlot.Axis.Values {
+		const { yAxisUnit, decimalPrecision, scaleKey } = this.props;
 
-		return (_, t): string[] =>
-			t.map((v) => {
-				if (v === null || v === undefined || Number.isNaN(v)) {
+		return (u, t): string[] => {
+			const scale = u?.scales?.[scaleKey];
+			const min = scale?.min ?? -Infinity;
+			const max = scale?.max ?? Infinity;
+			return t.map((v) => {
+				if (
+					v === null ||
+					v === undefined ||
+					Number.isNaN(v) ||
+					v < min ||
+					v > max
+				) {
 					return '';
 				}
 				const value = getToolTipValue(v.toString(), yAxisUnit, decimalPrecision);
 				return `${value}`;
 			});
+		};
 	}
 
 	/**
@@ -101,7 +127,7 @@ export class UPlotAxisBuilder extends ConfigBuilder<AxisProps, Axis> {
 		return scaleKey === 'x'
 			? this.buildXAxisValuesFormatter()
 			: scaleKey === 'y'
-				? this.buildYAxisValuesFormatter()
+				? this.buildValueAxisFormatter()
 				: undefined;
 	}
 
@@ -149,10 +175,12 @@ export class UPlotAxisBuilder extends ConfigBuilder<AxisProps, Axis> {
 			side = 2, // bottom by default
 			space,
 			splits,
+			filter,
 			gap = 5, // default gap is 5
 		} = this.props;
 
 		const grid = this.buildGridConfig();
+		const border = this.buildBorderConfig(grid);
 		const ticks = this.buildTicksConfig();
 		const values = this.buildValuesFormatter();
 		const size = this.buildSizeCalculator();
@@ -177,6 +205,9 @@ export class UPlotAxisBuilder extends ConfigBuilder<AxisProps, Axis> {
 		if (ticks) {
 			axisConfig.ticks = ticks;
 		}
+		if (border) {
+			axisConfig.border = border;
+		}
 		if (values) {
 			axisConfig.values = values;
 		}
@@ -189,6 +220,9 @@ export class UPlotAxisBuilder extends ConfigBuilder<AxisProps, Axis> {
 		if (space !== undefined) {
 			axisConfig.space = space;
 		}
+		if (filter) {
+			axisConfig.filter = filter;
+		}
 		if (size) {
 			axisConfig.size = size;
 		}

frontend/src/lib/uPlotV2/config/UPlotConfigBuilder.ts

@@ -20,6 +20,7 @@ import {
 	ConfigBuilder,
 	ConfigBuilderProps,
 	LegendItem,
+	PlotMode,
 	SelectionPreferencesSource,
 	StackMode,
 } from './types';
@@ -66,6 +67,8 @@ export class UPlotConfigBuilder extends ConfigBuilder<
 
 	private stackMode: StackMode = StackMode.None;
 
+	private mode: PlotMode = PlotMode.Aligned;
+
 	private cursor: Cursor | undefined;
 
 	private hooks: Hooks.Arrays = {};
@@ -163,6 +166,10 @@ export class UPlotConfigBuilder extends ConfigBuilder<
 		return this.stackMode;
 	}
 
+	setMode(mode: PlotMode): void {
+		this.mode = mode;
+	}
+
 	/**
 	 * Add or merge a scale configuration
 	 */
@@ -519,6 +526,10 @@ export class UPlotConfigBuilder extends ConfigBuilder<
 			{} as Record<string, uPlot.Scale>,
 		);
 
+		if (this.mode === PlotMode.Faceted) {
+			config.mode = this.mode as number as uPlot.Mode;
+		}
+
 		config.hooks = this.hooks;
 		config.select = this.select;
 

frontend/src/lib/uPlotV2/config/UPlotScaleBuilder.ts

@@ -40,6 +40,7 @@ export class UPlotScaleBuilder extends ConfigBuilder<
 			range,
 			thresholds,
 			logBase = 10,
+			asinhThreshold,
 			padMinBy = 0,
 			padMaxBy = 0.05,
 		} = this.props;
@@ -99,6 +100,7 @@ export class UPlotScaleBuilder extends ConfigBuilder<
 			time,
 			distr,
 			logBase,
+			asinhThreshold,
 		});
 
 		const { rangeConfig, hardMinOnly, hardMaxOnly, hasFixedRange } =

frontend/src/lib/uPlotV2/config/UPlotSeriesBuilder.ts

@@ -88,6 +88,8 @@ export class UPlotSeriesBuilder extends ConfigBuilder<
 			lineConfig.fill = finalFillColor;
 		} else if (this.props.drawStyle === DrawStyle.Histogram) {
 			lineConfig.fill = `${finalFillColor}40`;
+		} else if (this.props.drawStyle === DrawStyle.Scatter) {
+			lineConfig.fill = `${finalFillColor}${toAlphaHex(resolveFillOpacity(fillOpacity))}`;
 		} else if (fillMode && fillMode !== FillMode.None) {
 			const resolvedOpacity = resolveFillOpacity(fillOpacity);
 			if (fillMode === FillMode.Solid) {
@@ -123,7 +125,7 @@ export class UPlotSeriesBuilder extends ConfigBuilder<
 			return { paths: pathBuilder };
 		}
 
-		if (drawStyle === DrawStyle.Points) {
+		if (isMarkerOnlyDrawStyle(drawStyle)) {
 			return { paths: (): null => null };
 		}
 
@@ -195,6 +197,10 @@ export class UPlotSeriesBuilder extends ConfigBuilder<
 		if (drawStyle === DrawStyle.Points) {
 			return true;
 		}
+		// The discs are the series path; uPlot's own points would double-draw them.
+		if (drawStyle === DrawStyle.Scatter) {
+			return false;
+		}
 		return !!showPoints;
 	}
 
@@ -226,6 +232,7 @@ export class UPlotSeriesBuilder extends ConfigBuilder<
 			show = true,
 			metric,
 			partialTimestamps,
+			facets,
 		} = this.props;
 
 		const resolvedLineColor = this.getLineColor();
@@ -255,6 +262,7 @@ export class UPlotSeriesBuilder extends ConfigBuilder<
 			points: Object.keys(pointsConfig).length > 0 ? pointsConfig : undefined,
 			metric,
 			...(partialTimestamps?.size ? { partialTimestamps } : {}),
+			...(facets && { facets }),
 		};
 	}
 }
@@ -270,6 +278,11 @@ interface PathBuilders {
 /**
  * Get path builder based on draw style and interpolation
  */
+/** Draws standalone markers, never a connecting line. */
+function isMarkerOnlyDrawStyle(drawStyle: DrawStyle): boolean {
+	return drawStyle === DrawStyle.Points || drawStyle === DrawStyle.Scatter;
+}
+
 function getPathBuilder({
 	drawStyle,
 	lineInterpolation,

frontend/src/lib/uPlotV2/config/__tests__/UPlotAxisBuilder.test.ts

@@ -120,6 +120,41 @@ describe('UPlotAxisBuilder', () => {
 		});
 	});
 
+	it('draws the axis line by default, styled like the grid', () => {
+		const config = new UPlotAxisBuilder(
+			createAxisProps({ isDarkMode: true, grid: { width: 0.5 } }),
+		).getConfig();
+
+		expect(config.border).toStrictEqual({
+			show: true,
+			stroke: config.grid?.stroke,
+			width: 0.5,
+		});
+	});
+
+	it('leaves the axis line off when showBorder is false', () => {
+		expect(
+			new UPlotAxisBuilder(createAxisProps({ showBorder: false })).getConfig(),
+		).not.toHaveProperty('border');
+	});
+
+	it('leaves the axis line off when the grid is hidden', () => {
+		expect(
+			new UPlotAxisBuilder(createAxisProps({ grid: { show: false } })).getConfig(),
+		).not.toHaveProperty('border');
+	});
+
+	it('passes explicit splits and a label filter through to uPlot', () => {
+		const splits = jest.fn();
+		const filter = jest.fn();
+		const config = new UPlotAxisBuilder(
+			createAxisProps({ splits, filter }),
+		).getConfig();
+
+		expect(config.splits).toBe(splits);
+		expect(config.filter).toBe(filter);
+	});
+
 	it('uses provided ticks config when present and falls back to defaults otherwise', () => {
 		const customTicks = { width: 1, show: false };
 		const withTicks = new UPlotAxisBuilder(
@@ -376,3 +411,51 @@ describe('UPlotAxisBuilder', () => {
 		expect(config.values).toBeDefined();
 	});
 });
+
+describe('UPlotAxisBuilder value x axis', () => {
+	it('formats a non-time x axis with its unit', () => {
+		(getToolTipValue as jest.Mock).mockReturnValue('1.2K req/s');
+		const config = new UPlotAxisBuilder(
+			createAxisProps({ scaleKey: 'x', isTimeAxis: false, yAxisUnit: 'reqps' }),
+		).getConfig();
+
+		const values = (config.values as uPlot.Axis.DynamicValues)(
+			{} as uPlot,
+			[1200],
+			0,
+			0,
+			0,
+		);
+
+		expect(values).toStrictEqual(['1.2K req/s']);
+		expect(getToolTipValue).toHaveBeenCalledWith('1200', 'reqps', undefined);
+	});
+
+	it('leaves a non-time x axis to uPlot when nothing says how to format it', () => {
+		const config = new UPlotAxisBuilder(
+			createAxisProps({ scaleKey: 'x', isTimeAxis: false }),
+		).getConfig();
+
+		expect(config.values).toBeUndefined();
+	});
+});
+
+describe('UPlotAxisBuilder out-of-range splits', () => {
+	it('leaves a split the scale cannot place unlabelled', () => {
+		(getToolTipValue as jest.Mock).mockImplementation((v: string) => `${v} ms`);
+		const config = new UPlotAxisBuilder(
+			createAxisProps({ scaleKey: 'y', yAxisUnit: 'ms' }),
+		).getConfig();
+		const u = { scales: { y: { min: 0, max: 1000 } } } as unknown as uPlot;
+
+		const values = (config.values as uPlot.Axis.DynamicValues)(
+			u,
+			[-10, 0, 500, 5000],
+			0,
+			0,
+			0,
+		);
+
+		expect(values).toStrictEqual(['', '0 ms', '500 ms', '']);
+	});
+});

frontend/src/lib/uPlotV2/config/__tests__/UPlotConfigBuilder.test.ts

@@ -5,7 +5,12 @@ import {
 	STEP_INTERVAL_MULTIPLIER,
 } from '../../constants';
 import type { SeriesProps } from '../types';
-import { DrawStyle, SelectionPreferencesSource, StackMode } from '../types';
+import {
+	DrawStyle,
+	PlotMode,
+	SelectionPreferencesSource,
+	StackMode,
+} from '../types';
 import { UPlotConfigBuilder } from '../UPlotConfigBuilder';
 
 // Mock only the real boundary that hits localStorage
@@ -667,3 +672,14 @@ describe('UPlotConfigBuilder stacking', () => {
 		expect(builder.getConfig().hooks?.draw).toHaveLength(1);
 	});
 });
+
+describe('UPlotConfigBuilder plot mode', () => {
+	it('leaves mode unset for aligned data and emits 2 when faceted', () => {
+		const aligned = new UPlotConfigBuilder({ id: 'aligned' });
+		expect(aligned.getConfig().mode).toBeUndefined();
+
+		const faceted = new UPlotConfigBuilder({ id: 'faceted' });
+		faceted.setMode(PlotMode.Faceted);
+		expect(faceted.getConfig().mode).toBe(2);
+	});
+});

frontend/src/lib/uPlotV2/config/__tests__/UPlotSeriesBuilder.test.ts

@@ -425,3 +425,39 @@ describe('UPlotSeriesBuilder', () => {
 		);
 	});
 });
+
+describe('UPlotSeriesBuilder scatter', () => {
+	it('draws through the given path builder and hides uPlot points', () => {
+		const pathBuilder = jest.fn();
+		const config = new UPlotSeriesBuilder(
+			createBaseProps({
+				drawStyle: DrawStyle.Scatter,
+				pathBuilder,
+				facets: [{ scale: 'x' }, { scale: 'y' }],
+				lineColor: '#ff0000',
+				fillOpacity: 0.5,
+				lineWidth: 1,
+				pointSize: 8,
+			}),
+		).getConfig();
+
+		expect(config.paths).toBe(pathBuilder);
+		expect(config.facets).toStrictEqual([{ scale: 'x' }, { scale: 'y' }]);
+		expect(config.points?.show).toBe(false);
+		expect(config.points?.size).toBe(8);
+		expect(config.stroke).toBe('#ff0000');
+		expect(config.width).toBe(1);
+		expect(config.fill).toBe('#ff000080');
+	});
+
+	it('draws nothing without a path builder', () => {
+		const config = new UPlotSeriesBuilder(
+			createBaseProps({ drawStyle: DrawStyle.Scatter }),
+		).getConfig();
+
+		expect(
+			(config.paths as uPlot.Series.PathBuilder)({} as uPlot, 1, 0, 0),
+		).toBeNull();
+		expect(config.facets).toBeUndefined();
+	});
+});

frontend/src/lib/uPlotV2/config/types.ts

@@ -80,6 +80,10 @@ export interface AxisProps {
 	values?: uPlot.Axis.Values;
 	/** Explicit axis splits, overriding the default tick calculation. */
 	splits?: uPlot.Axis.Splits;
+	/** Which splits get a label, replacing uPlot's per-distribution default. */
+	filter?: uPlot.Axis.Filter;
+	/** Draw the axis line along the plot edge, styled like the grid. Default true. */
+	showBorder?: boolean;
 	/** Pixels between the ticks and their labels; also feeds the y axis width calculation. */
 	gap?: number;
 	/** Explicit axis thickness. Left unset, the y axis sizes itself to its widest label. */
@@ -90,7 +94,7 @@ export interface AxisProps {
 	isDarkMode?: boolean;
 	/** Axis is on a log scale — thins the grid lines to keep dense decades readable. */
 	isLogScale?: boolean;
-	/** Unit the y axis ticks are formatted in (`spec.formatting.unit`). */
+	/** Unit the y axis ticks are formatted in (`spec.formatting.unit`); a non-time x axis reads it too. */
 	yAxisUnit?: string;
 	/**
 	 * X axis carries timestamps, so its ticks format as dates/times. Declared by the caller
@@ -109,6 +113,13 @@ export interface AxisProps {
 export enum DistributionType {
 	Linear = 'linear',
 	Logarithmic = 'logarithmic',
+	/** arcsinh: linear within ±`asinhThreshold`, log beyond; places zero and negatives. */
+	SymmetricLog = 'symlog',
+}
+
+export enum PlotMode {
+	Aligned = 1,
+	Faceted = 2,
 }
 
 export interface ScaleProps {
@@ -125,6 +136,8 @@ export interface ScaleProps {
 	auto?: boolean;
 	logBase?: uPlot.Scale.LogBase;
 	distribution?: DistributionType;
+	/** Half-width of a `SymmetricLog` scale's linear band around zero. Default 1. */
+	asinhThreshold?: number;
 }
 
 export enum DisconnectedValuesMode {
@@ -146,6 +159,7 @@ export enum DrawStyle {
 	Points = 'points',
 	Bar = 'bar',
 	Histogram = 'histogram',
+	Scatter = 'scatter',
 }
 
 export enum LineInterpolation {
@@ -232,6 +246,8 @@ export interface SeriesProps extends LineConfig, PointsConfig, BarConfig {
 	metric?: { [key: string]: string };
 	/** Epoch-second x values whose bucket doesn't cover a full step; marked with a dotted ring. */
 	partialTimestamps?: Set<number>;
+	/** Mode 2 only: the scales the series' own x and y columns are read against. */
+	facets?: Series.Facet[];
 }
 
 export interface LegendItem {

frontend/src/lib/uPlotV2/hooks/__tests__/useThresholdsDrawHook.test.ts

@@ -0,0 +1,56 @@
+import type uPlot from 'uplot';
+
+import { thresholdsDrawHook } from '../useThresholdsDrawHook';
+
+function mockPlot(ori: 0 | 1): { plot: uPlot; ctx: Record<string, jest.Mock> } {
+	const ctx = {
+		save: jest.fn(),
+		restore: jest.fn(),
+		setLineDash: jest.fn(),
+		beginPath: jest.fn(),
+		moveTo: jest.fn(),
+		lineTo: jest.fn(),
+		stroke: jest.fn(),
+		fillText: jest.fn(),
+		measureText: jest.fn(() => ({ width: 40 })),
+	};
+	const plot = {
+		ctx: { ...ctx, canvas: { height: 300 } },
+		bbox: { left: 10, top: 20, width: 400, height: 200 },
+		scales: { s: { ori } },
+		valToPos: (): number => 100,
+	} as unknown as uPlot;
+	return { plot, ctx };
+}
+
+const draw = (plot: uPlot): void =>
+	(
+		thresholdsDrawHook({
+			scaleKey: 's',
+			thresholds: [{ thresholdValue: 5, thresholdLabel: 'SLO' }],
+		}) as (u: uPlot) => void
+	)(plot);
+
+describe('thresholdsDrawHook', () => {
+	it('draws a horizontal line across a vertical scale', () => {
+		const { plot, ctx } = mockPlot(1);
+		draw(plot);
+
+		expect(ctx.moveTo).toHaveBeenCalledWith(10, 100);
+		expect(ctx.lineTo).toHaveBeenCalledWith(410, 100);
+		expect(ctx.fillText).toHaveBeenCalledWith('SLO', 350, 85);
+	});
+
+	it('draws a vertical line across a horizontal scale', () => {
+		const { plot, ctx } = mockPlot(0);
+		draw(plot);
+
+		expect(ctx.moveTo).toHaveBeenCalledWith(100, 20);
+		expect(ctx.lineTo).toHaveBeenCalledWith(100, 220);
+		expect(ctx.fillText).toHaveBeenCalledWith(
+			'SLO',
+			expect.any(Number),
+			expect.any(Number),
+		);
+	});
+});

frontend/src/lib/uPlotV2/hooks/useThresholdsDrawHook.ts

@@ -29,13 +29,42 @@ export function thresholdsDrawHook(
 
 			const scaleVal = u.valToPos(Number(yValue), scaleKey, true);
 
+			ctx.strokeStyle = color;
+
+			// A horizontal scale (e.g. a scatter plot's x) takes a vertical line.
+			if (u.scales[scaleKey]?.ori === 0) {
+				const x = Math.round(scaleVal);
+				const top = Math.round(u.bbox.top);
+
+				ctx.beginPath();
+				ctx.moveTo(x, top);
+				ctx.lineTo(x, Math.round(u.bbox.top + u.bbox.height));
+				ctx.stroke();
+
+				if (threshold.thresholdLabel) {
+					const gap = 6 * uPlot.pxRatio;
+					const textWidth = ctx.measureText(threshold.thresholdLabel).width;
+					const fitsRight = x + gap + textWidth <= u.bbox.left + u.bbox.width;
+					// uPlot leaves the last axis's text alignment on the context.
+					ctx.save();
+					ctx.fillStyle = color;
+					ctx.textAlign = 'left';
+					ctx.textBaseline = 'top';
+					ctx.fillText(
+						threshold.thresholdLabel,
+						fitsRight ? x + gap : x - gap - textWidth,
+						top + gap,
+					);
+					ctx.restore();
+				}
+				continue;
+			}
+
 			const x0 = Math.round(u.bbox.left);
 			const y0 = Math.round(scaleVal);
 			const x1 = Math.round(u.bbox.left + u.bbox.width);
 			const y1 = Math.round(scaleVal);
 
-			ctx.strokeStyle = color;
-
 			ctx.beginPath();
 			ctx.moveTo(x0, y0);
 			ctx.lineTo(x1, y1);

frontend/src/lib/uPlotV2/plugins/ScatterPlugin/__tests__/geometry.test.ts

@@ -0,0 +1,116 @@
+import type uPlot from 'uplot';
+
+import { Quadtree } from '../../../utils/quadtree';
+import {
+	resolveHit,
+	resolvePointDiameter,
+	resolveSizeDomain,
+} from '../geometry';
+import { ScatterHit, ScatterPointSize } from '../types';
+
+const POINT_SIZE: ScatterPointSize = { fixed: 6, min: 4, max: 20 };
+
+const asData = (columns: unknown[]): uPlot.AlignedData =>
+	columns as unknown as uPlot.AlignedData;
+
+describe('resolveSizeDomain', () => {
+	it('spans the size columns of every series, skipping nulls', () => {
+		const data = asData([
+			null,
+			[
+				[1, 2],
+				[1, 2],
+				[10, null],
+			],
+			[[3], [3], [40]],
+		]);
+
+		expect(resolveSizeDomain(data)).toStrictEqual({ min: 10, max: 40 });
+	});
+
+	it('is null when no series carries sizes', () => {
+		expect(resolveSizeDomain(asData([null, [[1], [1]]]))).toBeNull();
+		expect(resolveSizeDomain(asData([null, [[1], [1], [null]]]))).toBeNull();
+	});
+});
+
+describe('resolvePointDiameter', () => {
+	it('uses the fixed diameter without a size or a domain', () => {
+		expect(resolvePointDiameter(null, { min: 0, max: 10 }, POINT_SIZE)).toBe(6);
+		expect(resolvePointDiameter(5, null, POINT_SIZE)).toBe(6);
+	});
+
+	it('maps the domain ends to min and max', () => {
+		const domain = { min: 0, max: 100 };
+		expect(resolvePointDiameter(0, domain, POINT_SIZE)).toBe(4);
+		expect(resolvePointDiameter(100, domain, POINT_SIZE)).toBe(20);
+	});
+
+	it('scales by area, not diameter', () => {
+		const midArea = (4 ** 2 + 20 ** 2) / 2;
+		expect(
+			resolvePointDiameter(50, { min: 0, max: 100 }, POINT_SIZE),
+		).toBeCloseTo(Math.sqrt(midArea));
+	});
+
+	it('clamps values outside the domain', () => {
+		const domain = { min: 10, max: 20 };
+		expect(resolvePointDiameter(-5, domain, POINT_SIZE)).toBe(4);
+		expect(resolvePointDiameter(500, domain, POINT_SIZE)).toBe(20);
+	});
+
+	it('uses the midpoint when every size is the same', () => {
+		expect(resolvePointDiameter(7, { min: 7, max: 7 }, POINT_SIZE)).toBe(12);
+	});
+});
+
+describe('resolveHit', () => {
+	const hit = (
+		seriesIndex: number,
+		dataIndex: number,
+		x: number,
+		y: number,
+		d: number,
+	): ScatterHit => ({ seriesIndex, dataIndex, x, y, w: d, h: d });
+
+	it('returns the disc under the cursor', () => {
+		const tree = new Quadtree<ScatterHit>(0, 0, 100, 100);
+		tree.add(hit(1, 0, 10, 10, 6));
+		tree.add(hit(2, 3, 50, 50, 6));
+
+		expect(resolveHit(tree, 13, 13, 0)).toMatchObject({
+			seriesIndex: 1,
+			dataIndex: 0,
+		});
+		expect(resolveHit(tree, 52, 52, 0)).toMatchObject({
+			seriesIndex: 2,
+			dataIndex: 3,
+		});
+	});
+
+	it('is null when the cursor is off every disc', () => {
+		const tree = new Quadtree<ScatterHit>(0, 0, 100, 100);
+		tree.add(hit(1, 0, 10, 10, 6));
+
+		expect(resolveHit(tree, 30, 30, 0)).toBeNull();
+		// Inside the disc's bounding square, outside the disc.
+		expect(resolveHit(tree, 15.8, 15.8, 0)).toBeNull();
+	});
+
+	it('tolerance widens each disc', () => {
+		const tree = new Quadtree<ScatterHit>(0, 0, 100, 100);
+		tree.add(hit(1, 0, 10, 10, 6));
+
+		expect(resolveHit(tree, 18, 13, 0)).toBeNull();
+		expect(resolveHit(tree, 18, 13, 3)).not.toBeNull();
+	});
+
+	it('prefers the disc whose centre is nearest when they overlap', () => {
+		const tree = new Quadtree<ScatterHit>(0, 0, 100, 100);
+		tree.add(hit(1, 0, 10, 10, 10));
+		tree.add(hit(1, 1, 14, 10, 10));
+
+		expect(resolveHit(tree, 13, 15, 0)?.dataIndex).toBe(0);
+		expect(resolveHit(tree, 21, 15, 0)?.dataIndex).toBe(1);
+	});
+});

frontend/src/lib/uPlotV2/plugins/ScatterPlugin/__tests__/scatterPlugin.test.ts

@@ -0,0 +1,290 @@
+import uPlot from 'uplot';
+
+import { UPlotConfigBuilder } from '../../../config/UPlotConfigBuilder';
+import {
+	applyScatterPlugin,
+	createScatterPlugin,
+	SCATTER_FACETS,
+} from '../scatterPlugin';
+
+jest.mock('lib/visualization/panels/utils/legendVisibilityUtils', () => ({
+	getStoredSeriesVisibility: jest.fn(),
+}));
+
+/** jsdom has no Path2D; the builder only needs something that takes the calls. */
+class FakePath2D {
+	moveTo = jest.fn();
+	arc = jest.fn();
+}
+
+type OrientCallback = Parameters<typeof uPlot.orient>[2];
+
+interface FakePlotArgs {
+	series: Array<{ xs: number[]; ys: number[]; sizes?: Array<number | null> }>;
+	cursor?: { left: number; top: number };
+	scaleX?: { min: number; max: number };
+	scaleY?: { min: number; max: number };
+}
+
+/**
+ * A 100×100 plot at the canvas origin with identity scales: value 10 draws at
+ * pixel 10 on x, and at 100 − 10 on y (uPlot's y grows downward).
+ */
+function createFakePlot({
+	series,
+	cursor = { left: -1, top: -1 },
+	scaleX = { min: 0, max: 100 },
+	scaleY = { min: 0, max: 100 },
+}: FakePlotArgs): uPlot {
+	const data = [
+		null,
+		...series.map((entry) =>
+			entry.sizes ? [entry.xs, entry.ys, entry.sizes] : [entry.xs, entry.ys],
+		),
+	];
+	return {
+		data,
+		series: [{}, ...series.map((_, index) => ({ label: `s${index + 1}` }))],
+		bbox: { left: 0, top: 0, width: 100, height: 100 },
+		cursor,
+		scales: { x: scaleX, y: scaleY },
+	} as unknown as uPlot;
+}
+
+/** Stands in for `uPlot.orient`: identity x, flipped y, an `arc` that records. */
+function orientWithIdentityScales(
+	u: uPlot,
+	seriesIdx: number,
+	cb: OrientCallback,
+): void {
+	const columns = (u.data as unknown as Array<number[][] | null>)[seriesIdx];
+	if (!columns) {
+		return;
+	}
+	const scaleX = (u.scales as unknown as Record<string, uPlot.Scale>).x;
+	const scaleY = (u.scales as unknown as Record<string, uPlot.Scale>).y;
+	const valToPosX = (value: number): number => value;
+	const valToPosY = (value: number): number => 100 - value;
+	// Real uPlot's `arc` helper forwards to the path; the test counts those calls.
+	const arc = (path: FakePath2D, ...args: number[]): void => {
+		path.arc(...args);
+	};
+	cb(
+		u.series[seriesIdx],
+		columns[0],
+		columns[1],
+		scaleX,
+		scaleY,
+		valToPosX as unknown as uPlot.ValToPos,
+		valToPosY as unknown as uPlot.ValToPos,
+		0,
+		0,
+		100,
+		100,
+		jest.fn() as never,
+		jest.fn() as never,
+		jest.fn() as never,
+		arc as never,
+		jest.fn() as never,
+	);
+}
+
+describe('createScatterPlugin', () => {
+	beforeAll(() => {
+		(globalThis as { Path2D?: unknown }).Path2D = FakePath2D;
+	});
+
+	let orient: jest.SpyInstance;
+
+	beforeEach(() => {
+		orient = jest
+			.spyOn(uPlot, 'orient')
+			.mockImplementation(orientWithIdentityScales);
+	});
+
+	afterEach(() => {
+		orient.mockReset();
+	});
+
+	function drawAll(
+		u: uPlot,
+		plugin: ReturnType<typeof createScatterPlugin>,
+	): void {
+		plugin.hooks.drawClear(u);
+		for (let seriesIdx = 1; seriesIdx < u.series.length; seriesIdx++) {
+			const columns = (u.data as unknown as number[][][])[seriesIdx];
+			plugin.pathBuilder(u, seriesIdx, 0, columns[0].length - 1);
+		}
+	}
+
+	/** Runs the cursor scan the way uPlot does: every data series, in order. */
+	function scan(
+		u: uPlot,
+		plugin: ReturnType<typeof createScatterPlugin>,
+	): Array<number | null> {
+		const dataIdx = plugin.cursor.dataIdx as NonNullable<uPlot.Cursor['dataIdx']>;
+		const indexes: Array<number | null> = [null];
+		for (let seriesIdx = 1; seriesIdx < u.series.length; seriesIdx++) {
+			indexes.push(dataIdx(u, seriesIdx, 0, 0));
+		}
+		return indexes;
+	}
+
+	it('returns one path that strokes and fills the same discs', () => {
+		const plugin = createScatterPlugin();
+		const u = createFakePlot({ series: [{ xs: [10, 20], ys: [10, 20] }] });
+		plugin.hooks.drawClear(u);
+
+		const paths = plugin.pathBuilder(u, 1, 0, 1) as uPlot.Series.Paths;
+
+		expect(paths.stroke).toBeInstanceOf(FakePath2D);
+		expect(paths.fill).toBe(paths.stroke);
+		expect((paths.fill as unknown as FakePath2D).arc).toHaveBeenCalledTimes(2);
+	});
+
+	it('resolves the hovered point to its own series and index', () => {
+		const plugin = createScatterPlugin({
+			pointSize: { fixed: 6, min: 4, max: 20 },
+		});
+		const u = createFakePlot({
+			series: [
+				{ xs: [10, 50], ys: [10, 50] },
+				{ xs: [80], ys: [80] },
+			],
+			// Over the second series' only point: x 80, y drawn at 100 − 80.
+			cursor: { left: 80, top: 20 },
+		});
+		drawAll(u, plugin);
+
+		expect(scan(u, plugin)).toStrictEqual([null, null, 0]);
+		expect(plugin.getHit()).toMatchObject({ seriesIndex: 2, dataIndex: 0 });
+	});
+
+	it('returns null for every series when the cursor is off the plot or off any disc', () => {
+		const plugin = createScatterPlugin();
+		const u = createFakePlot({
+			series: [{ xs: [10], ys: [10] }],
+			cursor: { left: -1, top: -1 },
+		});
+		drawAll(u, plugin);
+
+		expect(scan(u, plugin)).toStrictEqual([null, null]);
+
+		(u.cursor as { left: number; top: number }).left = 50;
+		(u.cursor as { left: number; top: number }).top = 50;
+		expect(scan(u, plugin)).toStrictEqual([null, null]);
+	});
+
+	it('skips points outside the visible scale range', () => {
+		const plugin = createScatterPlugin();
+		const u = createFakePlot({
+			series: [{ xs: [10, 500], ys: [10, 10] }],
+			cursor: { left: 10, top: 90 },
+		});
+		drawAll(u, plugin);
+
+		const paths = plugin.pathBuilder(u, 1, 0, 1) as uPlot.Series.Paths;
+		expect((paths.fill as unknown as FakePath2D).arc).toHaveBeenCalledTimes(1);
+		expect(scan(u, plugin)).toStrictEqual([null, 0]);
+	});
+
+	it('rings the hit disc, in CSS pixels, with a gap around it', () => {
+		const plugin = createScatterPlugin({
+			pointSize: { fixed: 8, min: 4, max: 20 },
+		});
+		const u = createFakePlot({
+			series: [{ xs: [10], ys: [10] }],
+			cursor: { left: 10, top: 90 },
+		});
+		drawAll(u, plugin);
+		scan(u, plugin);
+
+		const bbox = plugin.cursor.points?.bbox;
+		// The 8px disc spans 6..14; the ring sits 3px out and is 2px wide.
+		expect(bbox?.(u, 1)).toStrictEqual({
+			left: 1,
+			top: 81,
+			width: 18,
+			height: 18,
+		});
+		expect(bbox?.(u, 2)).toMatchObject({ width: 0, height: 0 });
+	});
+
+	it('snaps the ring to whole pixels without moving its centre', () => {
+		const plugin = createScatterPlugin({
+			pointSize: { fixed: 7, min: 4, max: 20 },
+		});
+		const u = createFakePlot({
+			series: [{ xs: [10], ys: [10] }],
+			cursor: { left: 10, top: 90 },
+		});
+		drawAll(u, plugin);
+		scan(u, plugin);
+
+		// The 7px disc starts at 6.5, so the ring's edge would land on 1.5.
+		const ring = plugin.cursor.points?.bbox?.(u, 1);
+		expect(ring).toMatchObject({ left: 1, width: 18 });
+		expect((ring?.left ?? 0) + (ring?.width ?? 0) / 2).toBe(10);
+	});
+
+	it('draws the hover marker as an outline in the series colour', () => {
+		const plugin = createScatterPlugin();
+		const u = {
+			series: [{}, { stroke: (): string => '#E5484D' }, { stroke: '#30A46C' }],
+		} as unknown as uPlot;
+		const points = plugin.cursor.points as {
+			fill: (u: uPlot, seriesIdx: number) => string;
+			stroke: (u: uPlot, seriesIdx: number) => string;
+			width: (u: uPlot, seriesIdx: number, size: number) => number;
+		};
+
+		expect(points.fill(u, 1)).toBe('transparent');
+		expect(points.stroke(u, 1)).toBe('#E5484D');
+		expect(points.stroke(u, 2)).toBe('#30A46C');
+		expect(points.width(u, 1, 0)).toBe(2);
+	});
+
+	it('drawClear drops cached paths on data series only', () => {
+		const plugin = createScatterPlugin();
+		const u = createFakePlot({ series: [{ xs: [1], ys: [1] }] });
+		const [xSeries, dataSeries] = u.series as Array<{ _paths?: unknown }>;
+		xSeries._paths = 'x';
+		dataSeries._paths = 'cached';
+
+		plugin.hooks.drawClear(u);
+
+		expect(xSeries._paths).toBe('x');
+		expect(dataSeries._paths).toBeNull();
+	});
+
+	it('focus distance is zero, so the hit series wins focus', () => {
+		const plugin = createScatterPlugin();
+		expect(plugin.cursor.focus?.dist?.({} as uPlot, 1, 0, 0, 0)).toBe(0);
+	});
+});
+
+describe('applyScatterPlugin', () => {
+	it('switches the builder to faceted mode and disables drag selection', () => {
+		const builder = new UPlotConfigBuilder({ id: 'scatter' });
+		const plugin = createScatterPlugin();
+
+		applyScatterPlugin(builder, plugin);
+		const config = builder.getConfig();
+
+		expect(config.mode).toBe(2);
+		expect(config.cursor?.drag).toMatchObject({
+			x: false,
+			y: false,
+			setScale: false,
+		});
+		expect(config.hooks?.drawClear).toHaveLength(1);
+		expect(config.hooks?.destroy).toHaveLength(1);
+	});
+
+	it('facets read x and y against the shared scales', () => {
+		expect(SCATTER_FACETS).toStrictEqual([
+			{ scale: 'x', auto: true },
+			{ scale: 'y', auto: true },
+		]);
+	});
+});

frontend/src/lib/uPlotV2/plugins/ScatterPlugin/geometry.ts

@@ -0,0 +1,89 @@
+import type uPlot from 'uplot';
+
+import type { Quadtree } from '../../utils/quadtree';
+import type { ScatterHit, ScatterPointSize, ScatterSeriesData } from './types';
+
+export interface SizeDomain {
+	min: number;
+	max: number;
+}
+
+/** Size extent across all series, so equal values draw equal discs. */
+export function resolveSizeDomain(data: uPlot.AlignedData): SizeDomain | null {
+	let min = Infinity;
+	let max = -Infinity;
+	for (let seriesIndex = 1; seriesIndex < data.length; seriesIndex++) {
+		const sizes = (data[seriesIndex] as unknown as ScatterSeriesData)[2];
+		if (!sizes) {
+			continue;
+		}
+		for (const size of sizes) {
+			if (size == null || !Number.isFinite(size)) {
+				continue;
+			}
+			min = Math.min(min, size);
+			max = Math.max(max, size);
+		}
+	}
+	return min <= max ? { min, max } : null;
+}
+
+/**
+ * Diameter for a size-channel value. Grows the disc's area, not its width,
+ * linearly with the value, so a value twice as large reads as twice the ink.
+ */
+export function resolvePointDiameter(
+	size: number | null | undefined,
+	domain: SizeDomain | null,
+	pointSize: ScatterPointSize,
+): number {
+	if (size == null || domain == null || !Number.isFinite(size)) {
+		return pointSize.fixed;
+	}
+	if (domain.max === domain.min) {
+		return (pointSize.min + pointSize.max) / 2;
+	}
+	const t = Math.min(
+		1,
+		Math.max(0, (size - domain.min) / (domain.max - domain.min)),
+	);
+	const minArea = pointSize.min ** 2;
+	const maxArea = pointSize.max ** 2;
+	return Math.sqrt(minArea + (maxArea - minArea) * t);
+}
+
+/**
+ * The disc under the cursor, counting `tolerance` px beyond its edge as a hit.
+ * Where discs overlap, the one whose centre is closest wins; `null` if none.
+ */
+export function resolveHit(
+	tree: Quadtree<ScatterHit>,
+	cx: number,
+	cy: number,
+	tolerance: number,
+): ScatterHit | null {
+	let best: ScatterHit | null = null;
+	let bestDistance = Infinity;
+
+	tree.get(
+		cx - tolerance,
+		cy - tolerance,
+		tolerance * 2,
+		tolerance * 2,
+		(hit) => {
+			const dx = cx - (hit.x + hit.w / 2);
+			const dy = cy - (hit.y + hit.h / 2);
+			const distance = dx * dx + dy * dy;
+			const reach = hit.w / 2 + tolerance;
+			if (distance > reach * reach) {
+				return;
+			}
+			if (distance < bestDistance) {
+				best = hit;
+				bestDistance = distance;
+			}
+		},
+	);
+
+	return best;
+}

frontend/src/lib/uPlotV2/plugins/ScatterPlugin/scatterPlugin.ts

@@ -0,0 +1,225 @@
+import uPlot, { Series } from 'uplot';
+
+import { DEFAULT_FOCUS_PROXIMITY_VALUE } from '../../constants';
+import { PlotMode } from '../../config/types';
+import type { UPlotConfigBuilder } from '../../config/UPlotConfigBuilder';
+import { Quadtree } from '../../utils/quadtree';
+import {
+	resolveHit,
+	resolvePointDiameter,
+	resolveSizeDomain,
+	SizeDomain,
+} from './geometry';
+import {
+	DEFAULT_HOVER_TOLERANCE_PX,
+	DEFAULT_SCATTER_POINT_SIZE,
+	ScatterHit,
+	ScatterPluginOptions,
+	ScatterSeriesData,
+} from './types';
+
+export const SCATTER_FACETS: Series.Facet[] = [
+	{ scale: 'x', auto: true },
+	{ scale: 'y', auto: true },
+];
+
+const HIDDEN_BBOX: uPlot.BBox = { left: -10, top: -10, width: 0, height: 0 };
+
+const TWO_PI = 2 * Math.PI;
+
+/** CSS pixels between a hovered disc and the outline ring drawn around it. */
+const HOVER_RING_GAP_PX = 3;
+const HOVER_RING_WIDTH_PX = 2;
+
+/** uPlot ceils a cursor point's left/top but not its size; snap so the ring stays centred. */
+function snapToPixel(start: number, length: number): [number, number] {
+	const snapped = Math.floor(start);
+	return [snapped, length + (start - snapped) * 2];
+}
+
+export function getSeriesStroke(u: uPlot, seriesIdx: number): string {
+	const { stroke } = u.series[seriesIdx];
+	const color = typeof stroke === 'function' ? stroke(u, seriesIdx) : stroke;
+	return typeof color === 'string' ? color : '';
+}
+
+/** uPlot caches built paths on the series; the field is internal to it. */
+type SeriesWithPaths = Series & { _paths?: Series.Paths | null };
+
+export interface ScatterPlugin {
+	pathBuilder: Series.PathBuilder;
+	/** Hover by disc rather than by nearest x: mode 2 has no shared x to scan. */
+	cursor: uPlot.Cursor;
+	hooks: {
+		drawClear: (u: uPlot) => void;
+		destroy: (u: uPlot) => void;
+	};
+	getHit: () => ScatterHit | null;
+}
+
+export function createScatterPlugin({
+	pointSize = DEFAULT_SCATTER_POINT_SIZE,
+	hoverTolerance = DEFAULT_HOVER_TOLERANCE_PX,
+}: ScatterPluginOptions = {}): ScatterPlugin {
+	let tree: Quadtree<ScatterHit> | null = null;
+	let hit: ScatterHit | null = null;
+
+	// Spans every series; cached per dataset.
+	let cachedData: uPlot.AlignedData | null = null;
+	let cachedDomain: SizeDomain | null = null;
+
+	function getSizeDomain(u: uPlot): SizeDomain | null {
+		if (cachedData !== u.data) {
+			cachedDomain = resolveSizeDomain(u.data);
+			cachedData = u.data;
+		}
+		return cachedDomain;
+	}
+
+	const pathBuilder: Series.PathBuilder = (u, seriesIdx, idx0, idx1) => {
+		const path = new Path2D();
+		const sizes = (u.data[seriesIdx] as unknown as ScatterSeriesData)[2];
+		const domain = getSizeDomain(u);
+		const { pxRatio } = uPlot;
+
+		uPlot.orient(
+			u,
+			seriesIdx,
+			(
+				_series,
+				dataX,
+				dataY,
+				scaleX,
+				scaleY,
+				valToPosX,
+				valToPosY,
+				xOff,
+				yOff,
+				xDim,
+				yDim,
+				_moveTo,
+				_lineTo,
+				_rect,
+				arc,
+			) => {
+				const xMin = scaleX.min ?? -Infinity;
+				const xMax = scaleX.max ?? Infinity;
+				const yMin = scaleY.min ?? -Infinity;
+				const yMax = scaleY.max ?? Infinity;
+
+				for (let i = idx0; i <= idx1; i++) {
+					const x = dataX[i];
+					const y = dataY[i];
+					if (
+						x == null ||
+						y == null ||
+						x < xMin ||
+						x > xMax ||
+						y < yMin ||
+						y > yMax
+					) {
+						continue;
+					}
+
+					const diameter =
+						resolvePointDiameter(sizes?.[i], domain, pointSize) * pxRatio;
+					const radius = diameter / 2;
+					const cx = valToPosX(x, scaleX, xDim, xOff);
+					const cy = valToPosY(y, scaleY, yDim, yOff);
+
+					path.moveTo(cx + radius, cy);
+					arc(path, cx, cy, radius, 0, TWO_PI);
+
+					tree?.add({
+						x: cx - radius - u.bbox.left,
+						y: cy - radius - u.bbox.top,
+						w: diameter,
+						h: diameter,
+						seriesIndex: seriesIdx,
+						dataIndex: i,
+					});
+				}
+			},
+		);
+
+		return { stroke: path, fill: path, clip: null };
+	};
+
+	const cursor: uPlot.Cursor = {
+		// Selection would set the dashboard time range; neither axis is time here.
+		drag: { x: false, y: false, setScale: false },
+		dataIdx: (u, seriesIdx): number | null => {
+			// uPlot asks series 1..n in order on every cursor move; resolve once.
+			if (seriesIdx === 1) {
+				const { left = -1, top = -1 } = u.cursor;
+				const { pxRatio } = uPlot;
+				hit =
+					tree && left >= 0 && top >= 0
+						? resolveHit(
+								tree,
+								left * pxRatio,
+								top * pxRatio,
+								hoverTolerance * pxRatio,
+							)
+						: null;
+			}
+			return hit?.seriesIndex === seriesIdx ? hit.dataIndex : null;
+		},
+		points: {
+			bbox: (_u, seriesIdx): uPlot.BBox => {
+				if (hit?.seriesIndex !== seriesIdx) {
+					return HIDDEN_BBOX;
+				}
+				const { pxRatio } = uPlot;
+				const inset = HOVER_RING_GAP_PX + HOVER_RING_WIDTH_PX;
+				const [left, width] = snapToPixel(
+					hit.x / pxRatio - inset,
+					hit.w / pxRatio + inset * 2,
+				);
+				const [top, height] = snapToPixel(
+					hit.y / pxRatio - inset,
+					hit.h / pxRatio + inset * 2,
+				);
+				return { left, top, width, height };
+			},
+			fill: (): string => 'transparent',
+			stroke: getSeriesStroke,
+			width: (): number => HOVER_RING_WIDTH_PX,
+		},
+		// uPlot only measures series that returned a data index, i.e. the hit one.
+		focus: { prox: DEFAULT_FOCUS_PROXIMITY_VALUE, dist: (): number => 0 },
+	};
+
+	return {
+		pathBuilder,
+		cursor,
+		hooks: {
+			drawClear: (u: uPlot): void => {
+				tree = new Quadtree<ScatterHit>(0, 0, u.bbox.width, u.bbox.height);
+				// The tree holds only what the path builder drew, so force a rebuild.
+				u.series.forEach((series, index) => {
+					if (index > 0) {
+						(series as SeriesWithPaths)._paths = null;
+					}
+				});
+			},
+			destroy: (): void => {
+				tree = null;
+				hit = null;
+				cachedData = null;
+				cachedDomain = null;
+			},
+		},
+		getHit: (): ScatterHit | null => hit,
+	};
+}
+
+export function applyScatterPlugin(
+	builder: UPlotConfigBuilder,
+	plugin: ScatterPlugin,
+): void {
+	builder.setMode(PlotMode.Faceted);
+	builder.setCursor(plugin.cursor);
+	builder.addHook('drawClear', plugin.hooks.drawClear);
+	builder.addHook('destroy', plugin.hooks.destroy);
+}

frontend/src/lib/uPlotV2/plugins/ScatterPlugin/types.ts

@@ -0,0 +1,54 @@
+import type { QuadtreeRect } from '../../utils/quadtree';
+
+/** Diameters in CSS pixels. `min`/`max` bound the area scale when a size column is mapped. */
+export interface ScatterPointSize {
+	fixed: number;
+	min: number;
+	max: number;
+}
+
+export const DEFAULT_SCATTER_POINT_SIZE: ScatterPointSize = {
+	fixed: 6,
+	min: 4,
+	max: 24,
+};
+
+/** CSS pixels around a point's disc that still register as a hover. */
+export const DEFAULT_HOVER_TOLERANCE_PX = 3;
+
+export interface ScatterPluginOptions {
+	pointSize?: ScatterPointSize;
+	hoverTolerance?: number;
+}
+
+/** Parallel columns; a `null` size draws at `fixed`. */
+export type ScatterSeriesData = [
+	xs: number[],
+	ys: number[],
+	sizes?: Array<number | null>,
+];
+
+/** Mode-2 data: series 0 is uPlot's x placeholder and carries nothing. */
+export type ScatterChartData = [null, ...ScatterSeriesData[]];
+
+/** A drawn point's disc, in canvas pixels relative to the plot area. */
+export interface ScatterHit extends QuadtreeRect {
+	seriesIndex: number;
+	dataIndex: number;
+}
+
+export interface ScatterChannel {
+	label: string;
+	unit?: string;
+}
+
+export interface ScatterChannels {
+	x: ScatterChannel;
+	y: ScatterChannel;
+	size?: ScatterChannel;
+}
+
+export interface ScatterPointLabel {
+	key: string;
+	value: string;
+}

frontend/src/lib/uPlotV2/plugins/TooltipPlugin/__tests__/buildClickData.test.ts

@@ -0,0 +1,52 @@
+import type uPlot from 'uplot';
+
+import { buildClickData } from '../utils';
+
+jest.mock('lib/uPlotLib/plugins/onClickPlugin', () => ({
+	getFocusedSeriesAtPosition: jest.fn(() => ({ seriesIndex: 1 })),
+}));
+
+const event = {
+	offsetX: 10,
+	offsetY: 20,
+	clientX: 110,
+	clientY: 220,
+} as MouseEvent;
+
+describe('buildClickData', () => {
+	it('skips the x-index lookups on a faceted plot, which has no shared x series', () => {
+		const posToIdx = jest.fn(() => {
+			throw new Error('faceted data[0] is null');
+		});
+		const plot = {
+			data: [null],
+			posToVal: (pos: number): number => pos * 2,
+			posToIdx,
+		} as unknown as uPlot;
+
+		expect(buildClickData(event, plot)).toStrictEqual({
+			xValue: 20,
+			yValue: 40,
+			focusedSeries: null,
+			clickedDataTimestamp: 20,
+			mouseX: 10,
+			mouseY: 20,
+			absoluteMouseX: 110,
+			absoluteMouseY: 220,
+		});
+		expect(posToIdx).not.toHaveBeenCalled();
+	});
+
+	it('resolves the focused series and clicked timestamp on an aligned plot', () => {
+		const plot = {
+			data: [[100, 200, 300]],
+			posToVal: (pos: number): number => pos,
+			posToIdx: (): number => 1,
+		} as unknown as uPlot;
+
+		expect(buildClickData(event, plot)).toMatchObject({
+			focusedSeries: { seriesIndex: 1 },
+			clickedDataTimestamp: 200,
+		});
+	});
+});

frontend/src/lib/uPlotV2/plugins/TooltipPlugin/utils.ts

@@ -174,6 +174,24 @@ export function createLayoutObserver(
 export function buildClickData(event: MouseEvent, plot: uPlot): ChartClickData {
 	const xValue = plot.posToVal(event.offsetX, 'x');
 	const yValue = plot.posToVal(event.offsetY, 'y');
+	const pointer = {
+		mouseX: event.offsetX,
+		mouseY: event.offsetY,
+		absoluteMouseX: event.clientX,
+		absoluteMouseY: event.clientY,
+	};
+
+	// Faceted (scatter): no shared x, so `posToIdx` would throw.
+	if (plot.data[0] == null) {
+		return {
+			xValue,
+			yValue,
+			focusedSeries: null,
+			clickedDataTimestamp: xValue,
+			...pointer,
+		};
+	}
+
 	const focusedSeries = getFocusedSeriesAtPosition(event, plot);
 
 	const dataIndex = plot.posToIdx(event.offsetX);
@@ -193,9 +211,6 @@ export function buildClickData(event: MouseEvent, plot: uPlot): ChartClickData {
 		yValue,
 		focusedSeries,
 		clickedDataTimestamp,
-		mouseX: event.offsetX,
-		mouseY: event.offsetY,
-		absoluteMouseX: event.clientX,
-		absoluteMouseY: event.clientY,
+		...pointer,
 	};
 }

frontend/src/lib/uPlotV2/utils/__tests__/logGridSplits.test.ts

@@ -0,0 +1,66 @@
+import type uPlot from 'uplot';
+
+import { logScaleSplits, spacedLogLabels } from '../logGridSplits';
+
+describe('logScaleSplits', () => {
+	const splitsFor = (min: number, max: number): number[] =>
+		(
+			logScaleSplits as (
+				u: uPlot,
+				axisIdx: number,
+				min: number,
+				max: number,
+			) => number[]
+		)({} as uPlot, 0, min, max);
+
+	it('splits at 1, 2 and 5 × 10ⁿ inside an unsnapped range', () => {
+		expect(splitsFor(10.6, 990)).toStrictEqual([20, 50, 100, 200, 500]);
+	});
+
+	it('includes the ends when they fall on a split', () => {
+		expect(splitsFor(0.1, 10)).toStrictEqual([0.1, 0.2, 0.5, 1, 2, 5, 10]);
+	});
+
+	it('steps evenly through a range too narrow for two 1/2/5 splits', () => {
+		expect(splitsFor(7.6, 9.4)).toStrictEqual([8, 9]);
+		expect(splitsFor(8.12, 8.19)).toStrictEqual([
+			8.12, 8.13, 8.14, 8.15, 8.16, 8.17, 8.18, 8.19,
+		]);
+	});
+
+	it('is empty for a range a log scale cannot hold', () => {
+		expect(splitsFor(0, 10)).toStrictEqual([]);
+		expect(splitsFor(5, 5)).toStrictEqual([]);
+	});
+});
+
+describe('spacedLogLabels', () => {
+	// 100px per decade.
+	const plot = {
+		axes: [{ scale: 'x' }],
+		valToPos: (value: number): number => Math.log10(value) * 100,
+	} as unknown as uPlot;
+	const label = (splits: number[], space: number): (number | null)[] =>
+		spacedLogLabels(plot, splits, 0, space, 0) as (number | null)[];
+
+	it('always labels the powers of ten', () => {
+		expect(label([10, 20, 50, 100], 200)).toStrictEqual([10, null, null, 100]);
+	});
+
+	it('adds a 2 or 5 that clears the labels already kept', () => {
+		// 20 is 30px from 10; 50 is 70px from 10 and 30px from 100.
+		expect(label([10, 20, 50, 100], 25)).toStrictEqual([10, 20, 50, 100]);
+		expect(label([10, 20, 50, 100], 40)).toStrictEqual([10, null, null, 100]);
+	});
+
+	it('labels both ends of a range spanning under a decade', () => {
+		// 100 sits at 200px; 20 (130px) and 500 (270px) clear it, 50 and 200 do not.
+		expect(label([20, 50, 100, 200, 500], 60)).toStrictEqual([
+			20,
+			null,
+			100,
+			null,
+			500,
+		]);
+	});
+});

frontend/src/lib/uPlotV2/utils/__tests__/quadtree.test.ts

@@ -0,0 +1,64 @@
+import { Quadtree, QuadtreeRect } from '../quadtree';
+
+interface Item extends QuadtreeRect {
+	id: number;
+}
+
+function collect(
+	tree: Quadtree<Item>,
+	x: number,
+	y: number,
+	w: number,
+	h: number,
+): Set<number> {
+	const ids = new Set<number>();
+	tree.get(x, y, w, h, (item) => ids.add(item.id));
+	return ids;
+}
+
+describe('Quadtree', () => {
+	it('returns items in the queried region and not those far from it', () => {
+		const tree = new Quadtree<Item>(0, 0, 100, 100);
+		tree.add({ id: 1, x: 10, y: 10, w: 5, h: 5 });
+		tree.add({ id: 2, x: 80, y: 80, w: 5, h: 5 });
+
+		// Below the split threshold every item is visited; callers refine the hit.
+		expect(collect(tree, 9, 9, 8, 8)).toStrictEqual(new Set([1, 2]));
+	});
+
+	it('splits past the object limit and still finds every item', () => {
+		const tree = new Quadtree<Item>(0, 0, 100, 100);
+		const total = 50;
+		for (let id = 0; id < total; id++) {
+			tree.add({ id, x: (id % 10) * 10, y: Math.floor(id / 10) * 10, w: 4, h: 4 });
+		}
+
+		expect(collect(tree, 0, 0, 100, 100).size).toBe(total);
+	});
+
+	it('after a split, a query in one quadrant skips items confined to another', () => {
+		const tree = new Quadtree<Item>(0, 0, 100, 100);
+		for (let id = 0; id < 20; id++) {
+			// All in the north-west quadrant.
+			tree.add({ id, x: 1 + id, y: 1, w: 2, h: 2 });
+		}
+		tree.add({ id: 99, x: 90, y: 90, w: 2, h: 2 });
+
+		const northWest = collect(tree, 0, 0, 10, 10);
+		expect(northWest.has(99)).toBe(false);
+		expect(collect(tree, 85, 85, 10, 10).has(99)).toBe(true);
+	});
+
+	it('reports an item straddling the midline from either side', () => {
+		const tree = new Quadtree<Item>(0, 0, 100, 100);
+		for (let id = 0; id < 20; id++) {
+			tree.add({ id, x: 1, y: 1 + id, w: 2, h: 2 });
+		}
+		tree.add({ id: 99, x: 48, y: 48, w: 4, h: 4 });
+
+		expect(collect(tree, 40, 40, 5, 5).has(99)).toBe(true);
+		expect(collect(tree, 55, 55, 5, 5).has(99)).toBe(true);
+		// A zero-size query exactly on both midlines.
+		expect(collect(tree, 50, 50, 0, 0).has(99)).toBe(true);
+	});
+});

frontend/src/lib/uPlotV2/utils/__tests__/scale.test.ts

@@ -195,3 +195,22 @@ describe('scale utils', () => {
 		});
 	});
 });
+
+describe('symmetric log scale', () => {
+	it('maps to uPlot arcsinh with the given linear threshold', () => {
+		expect(
+			scaleUtils.getDistributionConfig({
+				time: false,
+				distr: DistributionType.SymmetricLog,
+				asinhThreshold: 0.01,
+			}),
+		).toStrictEqual({ distr: 4, log: 10, asinh: 0.01 });
+
+		expect(
+			scaleUtils.getDistributionConfig({
+				time: false,
+				distr: DistributionType.SymmetricLog,
+			}).asinh,
+		).toBe(scaleUtils.DEFAULT_ASINH_THRESHOLD);
+	});
+});

frontend/src/lib/uPlotV2/utils/logGridSplits.ts

@@ -0,0 +1,92 @@
+import type uPlot from 'uplot';
+
+const DECADE_TOLERANCE = 1e-9;
+
+function isDecade(value: number): boolean {
+	if (value === 0) {
+		return true;
+	}
+	const exponent = Math.log10(Math.abs(value));
+	return Math.abs(exponent - Math.round(exponent)) < DECADE_TOLERANCE;
+}
+
+const LOG_SPLIT_MULTIPLES = [1, 2, 5];
+
+/** Decades finer than the range's own span that the fallback steps through. */
+const FALLBACK_STEP_DECADES = 3;
+
+/** Rounded through toPrecision so 0.1 × 3 noise can't fall outside [min, max]. */
+function roundSplit(value: number): number {
+	return Number(value.toPrecision(12));
+}
+
+/** Evenly stepped splits for a range too narrow to hold two 1/2/5 splits. */
+function narrowRangeSplits(min: number, max: number): number[] {
+	const coarsest = Math.floor(Math.log10(max - min));
+	for (
+		let exponent = coarsest;
+		exponent > coarsest - FALLBACK_STEP_DECADES;
+		exponent--
+	) {
+		const step = 10 ** exponent;
+		const first = Math.ceil(roundSplit(min / step));
+		const last = Math.floor(roundSplit(max / step));
+		if (last > first) {
+			return Array.from({ length: last - first + 1 }, (_, index) =>
+				roundSplit((first + index) * step),
+			);
+		}
+	}
+	return [];
+}
+
+/** 1, 2, 5 × 10ⁿ in range; uPlot's log splits step from an unsnapped min (10.79, 21.58…). */
+export const logScaleSplits: uPlot.Axis.Splits = (_u, _axisIdx, min, max) => {
+	if (!(min > 0) || !(max > min)) {
+		return [];
+	}
+	const splits: number[] = [];
+	for (
+		let exponent = Math.floor(Math.log10(min));
+		exponent <= Math.ceil(Math.log10(max));
+		exponent++
+	) {
+		LOG_SPLIT_MULTIPLES.forEach((multiple) => {
+			const split = roundSplit(multiple * 10 ** exponent);
+			if (split >= min && split <= max) {
+				splits.push(split);
+			}
+		});
+	}
+	if (splits.length >= 2) {
+		return splits;
+	}
+	const narrow = narrowRangeSplits(min, max);
+	return narrow.length > splits.length ? narrow : splits;
+};
+
+/** Labels every decade, plus any 2 or 5 at least `space` px clear. */
+export const spacedLogLabels: uPlot.Axis.Filter = (
+	u,
+	splits,
+	axisIdx,
+	space,
+) => {
+	const scaleKey = u.axes[axisIdx]?.scale ?? 'x';
+	const positions = splits.map((split) =>
+		split == null ? null : u.valToPos(split, scaleKey),
+	);
+	const kept = splits.map((split) => split != null && isDecade(split));
+	const isClear = (index: number): boolean =>
+		kept.every(
+			(isKept, other) =>
+				!isKept ||
+				Math.abs((positions[other] ?? 0) - (positions[index] ?? 0)) >= space,
+		);
+	splits.forEach((split, index) => {
+		if (split != null && !kept[index] && isClear(index)) {
+			kept[index] = true;
+		}
+	});
+	return splits.map((split, index) => (kept[index] ? split : null));
+};

frontend/src/lib/uPlotV2/utils/quadtree.ts

@@ -0,0 +1,101 @@
+export interface QuadtreeRect {
+	x: number;
+	y: number;
+	w: number;
+	h: number;
+}
+
+const MAX_OBJECTS = 10;
+const MAX_LEVELS = 4;
+
+/** Rect index for cursor hit-testing; items straddling quadrants are stored in each, so `get` may repeat them. */
+export class Quadtree<T extends QuadtreeRect = QuadtreeRect> {
+	private items: T[] = [];
+	private quadrants: Quadtree<T>[] | null = null;
+
+	constructor(
+		private readonly x: number,
+		private readonly y: number,
+		private readonly w: number,
+		private readonly h: number,
+		private readonly level = 0,
+	) {}
+
+	add(item: T): void {
+		if (this.quadrants) {
+			this.forEachQuadrant(item, (quadrant) => quadrant.add(item));
+			return;
+		}
+
+		this.items.push(item);
+
+		if (this.items.length > MAX_OBJECTS && this.level < MAX_LEVELS) {
+			this.split();
+			const items = this.items;
+			this.items = [];
+			for (const existing of items) {
+				this.forEachQuadrant(existing, (quadrant) => quadrant.add(existing));
+			}
+		}
+	}
+
+	/** Visits every item whose quadrant overlaps the rectangle; callers refine the test. */
+	get(
+		x: number,
+		y: number,
+		w: number,
+		h: number,
+		visit: (item: T) => void,
+	): void {
+		for (const item of this.items) {
+			visit(item);
+		}
+		if (this.quadrants) {
+			this.forEachQuadrant({ x, y, w, h }, (quadrant) =>
+				quadrant.get(x, y, w, h, visit),
+			);
+		}
+	}
+
+	private split(): void {
+		const w = this.w / 2;
+		const h = this.h / 2;
+		const level = this.level + 1;
+		// North-east, north-west, south-west, south-east.
+		this.quadrants = [
+			new Quadtree<T>(this.x + w, this.y, w, h, level),
+			new Quadtree<T>(this.x, this.y, w, h, level),
+			new Quadtree<T>(this.x, this.y + h, w, h, level),
+			new Quadtree<T>(this.x + w, this.y + h, w, h, level),
+		];
+	}
+
+	private forEachQuadrant(
+		rect: QuadtreeRect,
+		visit: (quadrant: Quadtree<T>) => void,
+	): void {
+		if (!this.quadrants) {
+			return;
+		}
+		const midX = this.x + this.w / 2;
+		const midY = this.y + this.h / 2;
+		const startsNorth = rect.y < midY;
+		const startsWest = rect.x < midX;
+		// Inclusive, so a zero-size query on a midline still reaches a quadrant.
+		const endsEast = rect.x + rect.w >= midX;
+		const endsSouth = rect.y + rect.h >= midY;
+
+		if (startsNorth && endsEast) {
+			visit(this.quadrants[0]);
+		}
+		if (startsWest && startsNorth) {
+			visit(this.quadrants[1]);
+		}
+		if (startsWest && endsSouth) {
+			visit(this.quadrants[2]);
+		}
+		if (endsEast && endsSouth) {
+			visit(this.quadrants[3]);
+		}
+	}
+}

frontend/src/lib/uPlotV2/utils/scale.ts

@@ -58,18 +58,23 @@ function normalizeLogLimit(
 	return logBase ** exp;
 }
 
+export const DEFAULT_ASINH_THRESHOLD = 1;
+
 /**
- * Returns uPlot scale distribution options for the Y axis.
- * Time (X) scale gets no distr/log; Y scale gets distr 1 (linear) or 3 (log) and log base 2 or 10.
+ * Returns uPlot scale distribution options for a value axis.
+ * Time scales get no distr/log; value scales get distr 1 (linear), 3 (log) or
+ * 4 (arcsinh, uPlot's symmetric log) and log base 2 or 10.
  */
 export function getDistributionConfig({
 	time,
 	distr,
 	logBase,
+	asinhThreshold,
 }: {
 	time: ScaleProps['time'];
 	distr?: DistributionType;
 	logBase?: number;
+	asinhThreshold?: number;
 }): Partial<Scale> {
 	if (time) {
 		return {};
@@ -77,6 +82,14 @@ export function getDistributionConfig({
 
 	const resolvedLogBase = (logBase ?? 10) === 2 ? 2 : 10;
 
+	if (distr === DistributionType.SymmetricLog) {
+		return {
+			distr: 4,
+			log: resolvedLogBase,
+			asinh: asinhThreshold ?? DEFAULT_ASINH_THRESHOLD,
+		};
+	}
+
 	return {
 		distr: distr === DistributionType.Logarithmic ? 3 : 1,
 		log: resolvedLogBase,

frontend/src/lib/visualization/charts/ChartWrapper/ChartWrapper.tsx

@@ -37,6 +37,7 @@ export default function ChartWrapper({
 	syncKey,
 	syncFilterMode,
 	onDestroy = noop,
+	plotRef,
 	children,
 	layoutChildren,
 	yAxisUnit,
@@ -123,6 +124,7 @@ export default function ChartWrapper({
 						height={chartHeight}
 						plotRef={(plot): void => {
 							plotInstanceRef.current = plot;
+							plotRef?.(plot);
 						}}
 						onDestroy={(plot: uPlot): void => {
 							plotInstanceRef.current = null;

frontend/src/lib/visualization/charts/ChartWrapper/__tests__/ChartWrapper.test.tsx

@@ -0,0 +1,45 @@
+import { render } from 'tests/test-utils';
+import type uPlot from 'uplot';
+
+import { LegendPosition } from 'lib/uPlotV2/components/types';
+import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+
+import ChartWrapper from '../ChartWrapper';
+
+const FAKE_PLOT = { id: 'plot' } as unknown as uPlot;
+
+jest.mock('lib/uPlotV2/components/UPlotChart/UPlotChart', () => ({
+	__esModule: true,
+	default: ({ plotRef }: { plotRef?: (plot: uPlot | null) => void }): null => {
+		plotRef?.(FAKE_PLOT);
+		return null;
+	},
+}));
+
+window.ResizeObserver =
+	window.ResizeObserver ||
+	jest.fn().mockImplementation(() => ({
+		disconnect: jest.fn(),
+		observe: jest.fn(),
+		unobserve: jest.fn(),
+	}));
+
+describe('ChartWrapper', () => {
+	it('hands the plot instance to the caller', () => {
+		const plotRef = jest.fn();
+		render(
+			<ChartWrapper
+				config={new UPlotConfigBuilder({ id: 'chart' })}
+				data={[[1], [2]]}
+				width={400}
+				height={300}
+				legendConfig={{ position: LegendPosition.BOTTOM }}
+				showLegend={false}
+				showTooltip={false}
+				plotRef={plotRef}
+			/>,
+		);
+
+		expect(plotRef).toHaveBeenCalledWith(FAKE_PLOT);
+	});
+});

frontend/src/lib/visualization/charts/Scatter/Scatter.stories.tsx

@@ -0,0 +1,256 @@
+import { useMemo } from 'react';
+import type { Meta, StoryObj } from '@storybook/react-vite';
+import { useIsDarkMode } from 'hooks/useDarkMode';
+import { LegendPosition } from 'lib/uPlotV2/components/types';
+import type { Threshold } from 'lib/uPlotV2/hooks/types';
+import type { ScatterPointLabel } from 'lib/uPlotV2/plugins/ScatterPlugin/types';
+
+import Scatter from './Scatter';
+import { ScatterAxisScale, type ScatterSeries } from './types';
+import { buildScatterConfig, prepareScatterChartData } from './utils';
+
+const SERVICES = [
+	'frontend',
+	'cart',
+	'checkout',
+	'payment',
+	'shipping',
+	'currency',
+	'email',
+	'recommendation',
+	'ads',
+	'product-catalog',
+];
+
+type Shape = 'spread' | 'single' | 'sameX';
+
+interface ScatterStoryProps {
+	groups: number;
+	pointsPerGroup: number;
+	/** Adds an error-count size column. */
+	sized: boolean;
+	xScale: ScatterAxisScale;
+	yScale: ScatterAxisScale;
+	/** Zeroes a share of y values, which forces the symmetric log. */
+	withZeros: boolean;
+	shape: Shape;
+	thresholds: boolean;
+	pointSize: number;
+	/** 0–1. */
+	fillOpacity: number;
+	width: number;
+	height: number;
+}
+
+/** Deterministic, so a story renders the same points on every run. */
+function createRng(seed: number): () => number {
+	let state = seed >>> 0;
+	return (): number => {
+		state = (state * 1664525 + 1013904223) >>> 0;
+		return state / 2 ** 32;
+	};
+}
+
+function buildSeries({
+	groups,
+	pointsPerGroup,
+	sized,
+	withZeros,
+	shape,
+}: ScatterStoryProps): ScatterSeries[] {
+	const rng = createRng(42);
+	return Array.from({ length: groups }, (_, groupIndex) => {
+		const label = SERVICES[groupIndex % SERVICES.length];
+		// Each service sits in its own throughput/latency band, so groups are telling
+		// apart rather than one cloud.
+		const baseThroughput = 20 * 2 ** (groupIndex % 5);
+		const baseLatency = 40 + 60 * (groupIndex % 4);
+
+		const count = shape === 'single' ? 1 : pointsPerGroup;
+		const xs: number[] = [];
+		const ys: number[] = [];
+		const sizes: Array<number | null> = [];
+
+		for (let i = 0; i < count; i++) {
+			const throughput =
+				shape === 'sameX' ? baseThroughput : baseThroughput * (0.5 + rng() * 1.5);
+			// Latency grows with load, plus noise; the odd outlier keeps the axis honest.
+			const outlier = rng() < 0.03 ? 4 + rng() * 6 : 1;
+			let latency =
+				baseLatency *
+				(0.8 + (throughput / baseThroughput) * 0.4 + rng() * 0.3) *
+				outlier;
+			if (withZeros && rng() < 0.2) {
+				latency = 0;
+			}
+			xs.push(Number(throughput.toFixed(2)));
+			ys.push(Number(latency.toFixed(2)));
+			sizes.push(rng() < 0.1 ? null : Math.round(rng() * rng() * 500));
+		}
+
+		return sized ? { label, xs, ys, sizes } : { label, xs, ys };
+	});
+}
+
+const Y_THRESHOLDS: Threshold[] = [
+	{
+		thresholdValue: 300,
+		thresholdUnit: 'ms',
+		thresholdColor: '#E5484D',
+		thresholdLabel: 'p99 SLO',
+	},
+];
+
+const X_THRESHOLDS: Threshold[] = [
+	{
+		thresholdValue: 60,
+		thresholdUnit: 'reqps',
+		thresholdColor: '#3E63DD',
+		thresholdLabel: 'Capacity',
+	},
+];
+
+function ScatterStory(props: ScatterStoryProps): JSX.Element {
+	const {
+		xScale,
+		yScale,
+		sized,
+		thresholds,
+		pointSize,
+		fillOpacity,
+		width,
+		height,
+	} = props;
+	const isDarkMode = useIsDarkMode();
+
+	const series = useMemo(() => buildSeries(props), [props]);
+
+	const config = useMemo(
+		() =>
+			buildScatterConfig({
+				id: 'scatter-story',
+				series,
+				isDarkMode,
+				x: {
+					unit: 'reqps',
+					scale: xScale,
+					thresholds: thresholds ? X_THRESHOLDS : undefined,
+				},
+				y: {
+					unit: 'ms',
+					scale: yScale,
+					thresholds: thresholds ? Y_THRESHOLDS : undefined,
+				},
+				pointSize: { fixed: pointSize, min: 4, max: pointSize * 4 },
+				fillOpacity,
+			}),
+		[series, isDarkMode, xScale, yScale, pointSize, fillOpacity, thresholds],
+	);
+
+	const data = useMemo(() => prepareScatterChartData(series), [series]);
+
+	const resolvePointGroupValues = (
+		seriesIndex: number,
+		dataIndex: number,
+	): ScatterPointLabel[] => [
+		{ key: 'service.name', value: series[seriesIndex - 1]?.label ?? '' },
+		{
+			key: 'k8s.pod.name',
+			value: `pod-${dataIndex.toString().padStart(3, '0')}`,
+		},
+	];
+
+	return (
+		<div style={{ width, padding: 16 }}>
+			<Scatter
+				config={config}
+				data={data}
+				width={width}
+				height={height}
+				legendConfig={{ position: LegendPosition.BOTTOM }}
+				channels={{
+					x: { label: 'Throughput', unit: 'reqps' },
+					y: { label: 'p99 latency', unit: 'ms' },
+					...(sized && { size: { label: 'Errors', unit: 'short' } }),
+				}}
+				resolvePointGroupValues={resolvePointGroupValues}
+				canPinTooltip
+			/>
+		</div>
+	);
+}
+
+const meta = {
+	title: 'Charts/Scatter',
+	component: ScatterStory,
+	parameters: { layout: 'padded' },
+	args: {
+		groups: 1,
+		pointsPerGroup: 10,
+		sized: false,
+		xScale: ScatterAxisScale.Linear,
+		yScale: ScatterAxisScale.Linear,
+		withZeros: false,
+		shape: 'spread',
+		thresholds: false,
+		pointSize: 6,
+		fillOpacity: 0.7,
+		width: 800,
+		height: 420,
+	},
+	argTypes: {
+		shape: { control: 'radio', options: ['spread', 'single', 'sameX'] },
+		xScale: { control: 'radio', options: Object.values(ScatterAxisScale) },
+		yScale: { control: 'radio', options: Object.values(ScatterAxisScale) },
+		fillOpacity: { control: { type: 'range', min: 0, max: 1, step: 0.05 } },
+		pointSize: { control: { type: 'range', min: 2, max: 16, step: 1 } },
+	},
+} satisfies Meta<ScatterStoryProps>;
+
+export default meta;
+
+type Story = StoryObj<ScatterStoryProps>;
+
+/** One service, ten points: axes formatted with units, hover picks the right point. */
+export const Basic: Story = {};
+
+/** Five services, one legend entry each; toggling a row hides its points. */
+export const Grouped: Story = {
+	args: { groups: 5, pointsPerGroup: 40 },
+};
+
+/** Error count as disc area, between the configured min and max diameters. */
+export const Sized: Story = {
+	args: { groups: 5, pointsPerGroup: 40, sized: true, pointSize: 5 },
+};
+
+/** Log x; a fifth of the latencies are 0, so y falls back to the symmetric log. */
+export const LogAxes: Story = {
+	args: {
+		groups: 5,
+		pointsPerGroup: 60,
+		xScale: ScatterAxisScale.Log,
+		yScale: ScatterAxisScale.Log,
+		withZeros: true,
+	},
+};
+
+/** A single point still gets a padded range rather than an empty plot. */
+export const SinglePoint: Story = {
+	args: { shape: 'single' },
+};
+
+/** Fifty points sharing one x collide on nothing: no shared x array to align. */
+export const SameX: Story = {
+	args: { groups: 3, pointsPerGroup: 50, shape: 'sameX' },
+};
+
+/** Labelled lines on both axes; each scale stretches to include its line. */
+export const Thresholds: Story = {
+	args: { groups: 3, pointsPerGroup: 40, thresholds: true },
+};
+
+/** Perf harness: raise `pointsPerGroup` and read the draw time under the chart. */
+export const Dense: Story = {
+	args: { groups: 5, pointsPerGroup: 1000, pointSize: 4, fillOpacity: 0.5 },
+};

frontend/src/lib/visualization/charts/Scatter/Scatter.tsx

@@ -0,0 +1,98 @@
+import { useCallback, useRef } from 'react';
+import ChartWrapper from 'lib/visualization/charts/ChartWrapper/ChartWrapper';
+import ScatterTooltip from 'lib/uPlotV2/components/Tooltip/ScatterTooltip';
+import {
+	ScatterTooltipProps,
+	TooltipRenderArgs,
+} from 'lib/uPlotV2/components/types';
+import { getSeriesStroke } from 'lib/uPlotV2/plugins/ScatterPlugin/scatterPlugin';
+import type { ChartClickData } from 'lib/uPlotV2/plugins/TooltipPlugin/types';
+import { ScatterChartProps } from 'lib/visualization/charts/types';
+import uPlot from 'uplot';
+
+import { getCursorHit } from './utils';
+
+// Faceted uPlot can't mount without series; empty aligned data shows no-data instead.
+const EMPTY_ALIGNED_DATA: uPlot.AlignedData = [[]];
+
+export default function Scatter(props: ScatterChartProps): JSX.Element {
+	const {
+		children,
+		customTooltip,
+		channels,
+		resolvePointGroupValues,
+		pinnedTooltipElement,
+		onPointClick,
+		plotRef,
+		...rest
+	} = props;
+
+	const plotInstanceRef = useRef<uPlot | null>(null);
+
+	const handlePlotRef = useCallback(
+		(plot: uPlot | null): void => {
+			plotInstanceRef.current = plot;
+			plotRef?.(plot);
+		},
+		[plotRef],
+	);
+
+	// Faceted plots have no shared x; take the hit from the cursor.
+	const handleClick = useCallback(
+		(click: ChartClickData): void => {
+			const plot = plotInstanceRef.current;
+			const hit = plot ? getCursorHit(plot) : null;
+			if (!plot || !hit || !onPointClick) {
+				return;
+			}
+			onPointClick({
+				...hit,
+				color: getSeriesStroke(plot, hit.seriesIndex),
+				coordinates: { x: click.absoluteMouseX, y: click.absoluteMouseY },
+			});
+		},
+		[onPointClick],
+	);
+
+	const renderTooltip = useCallback(
+		(args: TooltipRenderArgs): React.ReactNode => {
+			if (customTooltip) {
+				return customTooltip(args);
+			}
+			const tooltipProps: ScatterTooltipProps = {
+				...args,
+				id: rest.config.getId(),
+				channels,
+				resolvePointGroupValues,
+				decimalPrecision: rest.decimalPrecision,
+				canPinTooltip: rest.canPinTooltip,
+				renderTooltipFooter: rest.renderTooltipFooter,
+			};
+			return <ScatterTooltip {...tooltipProps} />;
+		},
+		[
+			customTooltip,
+			channels,
+			resolvePointGroupValues,
+			rest.config,
+			rest.decimalPrecision,
+			rest.canPinTooltip,
+			rest.renderTooltipFooter,
+		],
+	);
+
+	const hasSeries = rest.data.length > 1;
+
+	return (
+		<ChartWrapper
+			{...rest}
+			data={hasSeries ? rest.data : EMPTY_ALIGNED_DATA}
+			plotRef={handlePlotRef}
+			onClick={onPointClick ? handleClick : rest.onClick}
+			customTooltip={renderTooltip}
+			pinnedTooltipElement={pinnedTooltipElement}
+		>
+			{children}
+		</ChartWrapper>
+	);
+}

frontend/src/lib/visualization/charts/Scatter/__tests__/axisDistribution.test.ts

@@ -0,0 +1,112 @@
+import { DistributionType } from 'lib/uPlotV2/config/types';
+
+import { resolveAxisDistribution } from '../axisDistribution';
+import { ScatterAxisScale } from '../types';
+
+describe('resolveAxisDistribution', () => {
+	it('is linear when asked, whatever the values', () => {
+		expect(
+			resolveAxisDistribution([1, 1e6], ScatterAxisScale.Linear),
+		).toStrictEqual({ distribution: DistributionType.Linear });
+	});
+
+	it('is a plain log when every value is positive', () => {
+		expect(resolveAxisDistribution([1, 100], ScatterAxisScale.Log)).toStrictEqual(
+			{ distribution: DistributionType.Logarithmic },
+		);
+	});
+
+	it('falls back from log to a symmetric log around the smallest magnitude when zero is present', () => {
+		expect(
+			resolveAxisDistribution([0, 0.05, 300], ScatterAxisScale.Log),
+		).toStrictEqual({
+			distribution: DistributionType.SymmetricLog,
+			asinhThreshold: 0.01,
+		});
+	});
+
+	it('keeps an explicit log axis for a soft min it cannot place', () => {
+		expect(
+			resolveAxisDistribution([1, 100], ScatterAxisScale.Log, [-10]),
+		).toStrictEqual({ distribution: DistributionType.Logarithmic });
+	});
+
+	it('is a symmetric log when asked, even with only positive values', () => {
+		expect(
+			resolveAxisDistribution([2, 300], ScatterAxisScale.SymLog),
+		).toStrictEqual({
+			distribution: DistributionType.SymmetricLog,
+			asinhThreshold: 1,
+		});
+	});
+
+	it('uses a unit threshold when nothing is positive', () => {
+		expect(
+			resolveAxisDistribution([0, -5], ScatterAxisScale.SymLog),
+		).toStrictEqual({
+			distribution: DistributionType.SymmetricLog,
+			asinhThreshold: 1,
+		});
+	});
+
+	describe('auto', () => {
+		const SKEWED = [1, 2, 3, 5, 8, 10, 20, 50, 1000];
+
+		it.each([
+			['skewed positive values', SKEWED, DistributionType.Logarithmic],
+			[
+				'values spread evenly across decades',
+				[1, 250, 500, 750, 1000],
+				DistributionType.Linear,
+			],
+			[
+				'a single outlier among clustered values',
+				[0.001, 40, 45, 50, 55, 60],
+				DistributionType.Linear,
+			],
+			[
+				'skewed values spanning under two decades',
+				[10, 10, 10, 11, 50],
+				DistributionType.Linear,
+			],
+			['no finite values', [Number.NaN], DistributionType.Linear],
+		])('picks a scale for %s', (_, values, distribution) => {
+			expect(resolveAxisDistribution(values, ScatterAxisScale.Auto)).toStrictEqual(
+				{ distribution },
+			);
+		});
+
+		it('picks symlog for skewed values that include zero', () => {
+			expect(
+				resolveAxisDistribution(
+					[0, 0, 1, 2, 5, 10, 50, 100, 10_000],
+					ScatterAxisScale.Auto,
+				),
+			).toStrictEqual({
+				distribution: DistributionType.SymmetricLog,
+				asinhThreshold: 1,
+			});
+		});
+
+		it('picks symlog when a soft limit reaches zero or below', () => {
+			expect(
+				resolveAxisDistribution(SKEWED, ScatterAxisScale.Auto, [0]),
+			).toStrictEqual({
+				distribution: DistributionType.SymmetricLog,
+				asinhThreshold: 1,
+			});
+		});
+
+		it('counts a soft limit towards the decades it spans', () => {
+			expect(
+				resolveAxisDistribution([5, 50], ScatterAxisScale.Auto, [null, 5000]),
+			).toStrictEqual({ distribution: DistributionType.Logarithmic });
+		});
+
+		it('is the default', () => {
+			expect(resolveAxisDistribution(SKEWED)).toStrictEqual({
+				distribution: DistributionType.Logarithmic,
+			});
+		});
+	});
+});

frontend/src/lib/visualization/charts/Scatter/__tests__/buildScatterConfig.test.ts

@@ -0,0 +1,113 @@
+import type uPlot from 'uplot';
+
+import { ScatterAxisScale, type ScatterSeries } from '../types';
+import { buildScatterConfig } from '../utils';
+
+jest.mock('lib/visualization/panels/utils/legendVisibilityUtils', () => ({
+	getStoredSeriesVisibility: jest.fn(),
+}));
+
+const SERIES: ScatterSeries[] = [
+	{ label: 'cart', xs: [10, 20], ys: [100, 200], sizes: [1, null] },
+	{ label: 'checkout', xs: [30], ys: [0] },
+];
+
+describe('buildScatterConfig', () => {
+	const build = (
+		overrides: Partial<Parameters<typeof buildScatterConfig>[0]> = {},
+	): ReturnType<typeof buildScatterConfig> =>
+		buildScatterConfig({
+			id: 'scatter',
+			series: SERIES,
+			isDarkMode: true,
+			x: { unit: 'reqps' },
+			y: { unit: 'ms', scale: ScatterAxisScale.Log },
+			...overrides,
+		});
+
+	it('draws a line along both plot edges', () => {
+		const [xAxis, yAxis] = build().getConfig().axes ?? [];
+
+		expect(xAxis?.border?.show).toBe(true);
+		expect(yAxis?.border?.show).toBe(true);
+	});
+
+	it('titles each axis with its label, and leaves an unlabelled one bare', () => {
+		const config = build({
+			x: { unit: 'reqps', label: 'Throughput' },
+			y: { unit: 'ms', label: '' },
+		}).getConfig();
+		const [xAxis, yAxis] = config.axes ?? [];
+
+		expect(xAxis?.label).toBe('Throughput');
+		expect(yAxis?.label).toBeUndefined();
+	});
+
+	it('emits a faceted plot with two value scales', () => {
+		const config = build().getConfig();
+
+		expect(config.mode).toBe(2);
+		expect(config.scales?.x).toMatchObject({ time: false, distr: 1 });
+		// The y column has a 0, so log becomes the symmetric variant.
+		expect(config.scales?.y).toMatchObject({ time: false, distr: 4 });
+	});
+
+	it('draws one faceted series per group with the plugin path builder', () => {
+		const config = build().getConfig();
+		const [, cart, checkout] = config.series ?? [];
+
+		expect(config.series).toHaveLength(3);
+		expect(cart).toMatchObject({
+			label: 'cart',
+			facets: [
+				{ scale: 'x', auto: true },
+				{ scale: 'y', auto: true },
+			],
+		});
+		expect(typeof cart?.paths).toBe('function');
+		expect(cart?.paths).toBe(checkout?.paths);
+		expect(cart?.points?.show).toBe(false);
+	});
+
+	it('formats both axes with their units', () => {
+		const config = build().getConfig();
+		const [xAxis, yAxis] = config.axes ?? [];
+
+		expect(xAxis).toMatchObject({ scale: 'x', side: 2, space: 90 });
+		expect(yAxis).toMatchObject({ scale: 'y', side: 3 });
+		expect(typeof xAxis?.values).toBe('function');
+		expect(typeof yAxis?.values).toBe('function');
+	});
+
+	it('registers a y threshold draw hook when thresholds are given', () => {
+		const config = build({
+			y: {
+				unit: 'ms',
+				thresholds: [{ thresholdValue: 300, thresholdUnit: 'ms' }],
+			},
+		}).getConfig();
+
+		expect(config.hooks?.draw).toHaveLength(1);
+		expect(build().getConfig().hooks?.draw).toBeUndefined();
+	});
+
+	it('registers one draw hook per axis with thresholds', () => {
+		const config = build({
+			x: { unit: 'reqps', thresholds: [{ thresholdValue: 15 }] },
+			y: { unit: 'ms', thresholds: [{ thresholdValue: 300 }] },
+		}).getConfig();
+
+		expect(config.hooks?.draw).toHaveLength(2);
+	});
+
+	it('stretches the x range to reach an x threshold', () => {
+		const config = build({
+			x: { unit: 'reqps', thresholds: [{ thresholdValue: 1000 }] },
+		}).getConfig();
+		const range = config.scales?.x?.range as uPlot.Range.Function;
+		const plot = { bbox: { width: 0, height: 0 } } as uPlot;
+		const [, max] = range(plot, 10, 30, 'x');
+
+		expect(max).toBeGreaterThanOrEqual(1000);
+	});
+});

frontend/src/lib/visualization/charts/Scatter/__tests__/scatterRange.test.ts

@@ -0,0 +1,98 @@
+import { DistributionType } from 'lib/uPlotV2/config/types';
+import uPlot from 'uplot';
+
+import { createScatterRange } from '../scatterRange';
+import type { ScatterRangeOptions } from '../types';
+
+/** A 220px-tall, 420px-wide plot at a device pixel ratio of 1. */
+const plot = { bbox: { width: 420, height: 220 } } as unknown as uPlot;
+
+function rangeOf(
+	options: Partial<ScatterRangeOptions>,
+	dataMin: number | null,
+	dataMax: number | null,
+): [number, number] {
+	const range = createScatterRange({
+		dimension: 'y',
+		marginPx: 10,
+		distribution: DistributionType.Linear,
+		...options,
+	}) as (u: uPlot, min: number | null, max: number | null) => [number, number];
+	return range(plot, dataMin, dataMax);
+}
+
+describe('createScatterRange', () => {
+	beforeAll(() => {
+		Object.defineProperty(uPlot, 'pxRatio', { value: 1, configurable: true });
+	});
+
+	it('widens a linear range so the data sits marginPx inside each edge', () => {
+		// 200px of data inside 220px: 10px at each end is 1/20 of the span.
+		expect(rangeOf({}, 0, 100)).toStrictEqual([-5, 105]);
+	});
+
+	it('measures the margin along its own axis', () => {
+		// 400px of data inside 420px.
+		expect(rangeOf({ dimension: 'x' }, 0, 100)).toStrictEqual([-2.5, 102.5]);
+	});
+
+	it('pads a log range in decades, without snapping to the next power of ten', () => {
+		const [min, max] = rangeOf(
+			{ distribution: DistributionType.Logarithmic },
+			1,
+			10,
+		);
+		expect(Math.log10(min)).toBeCloseTo(-0.05);
+		expect(Math.log10(max)).toBeCloseTo(1.05);
+	});
+
+	it('pads a symmetric log range in its asinh space', () => {
+		const [min, max] = rangeOf(
+			{ distribution: DistributionType.SymmetricLog, asinhThreshold: 2 },
+			0,
+			20,
+		);
+		const span = Math.asinh(10);
+		expect(Math.asinh(min / 2)).toBeCloseTo(-span / 20);
+		expect(Math.asinh(max / 2)).toBeCloseTo(span + span / 20);
+	});
+
+	it('stretches to the soft limits before padding', () => {
+		expect(rangeOf({ softMin: 0, softMax: 200 }, 50, 100)).toStrictEqual([
+			-10, 210,
+		]);
+	});
+
+	it('ignores a soft min at or below zero on a log scale', () => {
+		const [min] = rangeOf(
+			{ distribution: DistributionType.Logarithmic, softMin: 0 },
+			10,
+			100,
+		);
+		expect(min).toBeGreaterThan(0);
+	});
+
+	it('spreads a single value around itself', () => {
+		const [min, max] = rangeOf({}, 5, 5);
+		expect(min).toBeLessThan(5);
+		expect(max).toBeGreaterThan(5);
+		expect(5 - min).toBeCloseTo(max - 5);
+	});
+
+	it('falls back to a unit range with no data', () => {
+		expect(rangeOf({}, null, null)).toStrictEqual([0, 1]);
+		expect(
+			rangeOf({ distribution: DistributionType.Logarithmic }, null, null),
+		).toStrictEqual([1, 10]);
+	});
+
+	it('skips the margin on a plot too small to hold it', () => {
+		const tiny = { bbox: { width: 15, height: 15 } } as unknown as uPlot;
+		const range = createScatterRange({
+			dimension: 'y',
+			marginPx: 10,
+			distribution: DistributionType.Linear,
+		}) as (u: uPlot, min: number, max: number) => [number, number];
+		expect(range(tiny, 0, 100)).toStrictEqual([0, 100]);
+	});
+});

frontend/src/lib/visualization/charts/Scatter/__tests__/utils.test.ts

@@ -0,0 +1,51 @@
+import type uPlot from 'uplot';
+
+import type { ScatterSeries } from '../types';
+import { getCursorHit, prepareScatterChartData } from '../utils';
+
+jest.mock('lib/visualization/panels/utils/legendVisibilityUtils', () => ({
+	getStoredSeriesVisibility: jest.fn(),
+}));
+
+const SERIES: ScatterSeries[] = [
+	{ label: 'cart', xs: [10, 20], ys: [100, 200], sizes: [1, null] },
+	{ label: 'checkout', xs: [30], ys: [0] },
+];
+
+describe('prepareScatterChartData', () => {
+	it('lays series out as facets behind an empty x slot', () => {
+		expect(prepareScatterChartData(SERIES)).toStrictEqual([
+			null,
+			[
+				[10, 20],
+				[100, 200],
+				[1, null],
+			],
+			[[30], [0]],
+		]);
+	});
+});
+
+describe('getCursorHit', () => {
+	const plotWith = (idxs: Array<number | null>): uPlot =>
+		({ cursor: { idxs } }) as unknown as uPlot;
+
+	it('reads the series the scatter plugin answered for', () => {
+		expect(getCursorHit(plotWith([null, null, 4, null]))).toStrictEqual({
+			seriesIndex: 2,
+			dataIndex: 4,
+		});
+	});
+
+	it('takes a data index of 0 as a hit', () => {
+		expect(getCursorHit(plotWith([0, 0]))).toStrictEqual({
+			seriesIndex: 1,
+			dataIndex: 0,
+		});
+	});
+
+	it('is null off every dot', () => {
+		expect(getCursorHit(plotWith([null, null]))).toBeNull();
+		expect(getCursorHit({ cursor: {} } as unknown as uPlot)).toBeNull();
+	});
+});

frontend/src/lib/visualization/charts/Scatter/axisDistribution.ts

@@ -0,0 +1,130 @@
+import { DistributionType } from 'lib/uPlotV2/config/types';
+
+import { getScaleTransform } from './scatterRange';
+import { type AxisDistribution, ScatterAxisScale } from './types';
+
+const LINEAR_DISTRIBUTION: AxisDistribution = {
+	distribution: DistributionType.Linear,
+};
+
+/** Orders of magnitude `auto` needs before it considers leaving linear. */
+export const AUTO_MIN_DECADES = 2;
+
+/** How many times more axis the middle half of the points must cover for `auto` to leave linear. */
+export const AUTO_SPREAD_GAIN = 2;
+
+function getMagnitudeRange(values: number[]): {
+	minMagnitude: number;
+	maxMagnitude: number;
+	hasNonPositive: boolean;
+} {
+	let minMagnitude = Infinity;
+	let maxMagnitude = -Infinity;
+	let hasNonPositive = false;
+	for (const value of values) {
+		if (!Number.isFinite(value)) {
+			continue;
+		}
+		if (value <= 0) {
+			hasNonPositive = true;
+		}
+		if (value !== 0) {
+			minMagnitude = Math.min(minMagnitude, Math.abs(value));
+			maxMagnitude = Math.max(maxMagnitude, Math.abs(value));
+		}
+	}
+	return { minMagnitude, maxMagnitude, hasNonPositive };
+}
+
+/** The linear band ends at the smallest non-zero magnitude so small values still spread. */
+function symmetricLogDistribution(minMagnitude: number): AxisDistribution {
+	const asinhThreshold = Number.isFinite(minMagnitude)
+		? 10 ** Math.floor(Math.log10(minMagnitude))
+		: 1;
+	return { distribution: DistributionType.SymmetricLog, asinhThreshold };
+}
+
+function quantile(sorted: number[], q: number): number {
+	const position = (sorted.length - 1) * q;
+	const lower = Math.floor(position);
+	const upper = Math.ceil(position);
+	return sorted[lower] + (sorted[upper] - sorted[lower]) * (position - lower);
+}
+
+/** Share of the axis the middle half of the points covers. */
+function middleHalfSpread(
+	sorted: number[],
+	[min, max]: [number, number],
+	distribution: AxisDistribution,
+): number {
+	const { forward } = getScaleTransform(distribution);
+	const span = forward(max) - forward(min);
+	return span > 0
+		? (forward(quantile(sorted, 0.75)) - forward(quantile(sorted, 0.25))) / span
+		: 0;
+}
+
+/**
+ * Log (symlog with zero or negatives) when it spreads the points out clearly
+ * more than linear does; min/max alone would let one outlier decide.
+ */
+function resolveAutoDistribution(
+	values: number[],
+	softLimits: number[],
+): AxisDistribution {
+	const sorted = values
+		.filter((value) => Number.isFinite(value))
+		.sort((a, b) => a - b);
+	if (sorted.length < 2) {
+		return LINEAR_DISTRIBUTION;
+	}
+	const { minMagnitude, maxMagnitude, hasNonPositive } = getMagnitudeRange([
+		...sorted,
+		...softLimits,
+	]);
+	if (!(Math.log10(maxMagnitude / minMagnitude) >= AUTO_MIN_DECADES)) {
+		return LINEAR_DISTRIBUTION;
+	}
+	const candidate = hasNonPositive
+		? symmetricLogDistribution(minMagnitude)
+		: { distribution: DistributionType.Logarithmic };
+	const extent: [number, number] = [
+		Math.min(sorted[0], ...softLimits),
+		Math.max(sorted[sorted.length - 1], ...softLimits),
+	];
+	const candidateSpread = middleHalfSpread(sorted, extent, candidate);
+	const linearSpread = middleHalfSpread(sorted, extent, LINEAR_DISTRIBUTION);
+	return candidateSpread > 0 &&
+		candidateSpread >= AUTO_SPREAD_GAIN * linearSpread
+		? candidate
+		: LINEAR_DISTRIBUTION;
+}
+
+/** `log` falls back to symlog rather than drop zero or negatives; callers filter first to drop them. */
+export function resolveAxisDistribution(
+	values: number[],
+	scale: ScatterAxisScale = ScatterAxisScale.Auto,
+	/** Soft limits and thresholds the axis must reach; only `auto` weighs them. */
+	softLimits: Array<number | null | undefined> = [],
+): AxisDistribution {
+	switch (scale) {
+		case ScatterAxisScale.Linear:
+			return LINEAR_DISTRIBUTION;
+		case ScatterAxisScale.SymLog:
+			return symmetricLogDistribution(getMagnitudeRange(values).minMagnitude);
+		case ScatterAxisScale.Log: {
+			const { minMagnitude, hasNonPositive } = getMagnitudeRange(values);
+			return hasNonPositive
+				? symmetricLogDistribution(minMagnitude)
+				: { distribution: DistributionType.Logarithmic };
+		}
+		case ScatterAxisScale.Auto:
+		default:
+			return resolveAutoDistribution(
+				values,
+				softLimits.filter(
+					(limit): limit is number => limit != null && Number.isFinite(limit),
+				),
+			);
+	}
+}

frontend/src/lib/visualization/charts/Scatter/scatterRange.ts

@@ -0,0 +1,92 @@
+import { DistributionType } from 'lib/uPlotV2/config/types';
+import { DEFAULT_ASINH_THRESHOLD } from 'lib/uPlotV2/utils/scale';
+import uPlot from 'uplot';
+
+import type {
+	AxisDistribution,
+	ScaleTransform,
+	ScatterRangeOptions,
+} from './types';
+
+export function getScaleTransform({
+	distribution,
+	asinhThreshold = DEFAULT_ASINH_THRESHOLD,
+}: AxisDistribution): ScaleTransform {
+	switch (distribution) {
+		case DistributionType.Logarithmic:
+			return {
+				forward: (value): number => Math.log10(value),
+				inverse: (position): number => 10 ** position,
+			};
+		case DistributionType.SymmetricLog:
+			return {
+				forward: (value): number => Math.asinh(value / asinhThreshold),
+				inverse: (position): number => Math.sinh(position) * asinhThreshold,
+			};
+		default:
+			return {
+				forward: (value): number => value,
+				inverse: (position): number => position,
+			};
+	}
+}
+
+/** In transformed units. */
+const SINGLE_VALUE_HALF_SPAN = 0.5;
+
+/** The data's extent stretched to the soft limits; null with neither. */
+function resolveExtent(
+	dataMin: number | null,
+	dataMax: number | null,
+	softMin: number | null | undefined,
+	softMax: number | null | undefined,
+): [number, number] | null {
+	const lows = [dataMin, softMin].filter(
+		(value): value is number => value != null && Number.isFinite(value),
+	);
+	const highs = [dataMax, softMax].filter(
+		(value): value is number => value != null && Number.isFinite(value),
+	);
+	return lows.length > 0 && highs.length > 0
+		? [Math.min(...lows), Math.max(...highs)]
+		: null;
+}
+
+/** Data extent padded by `marginPx` so edge dots draw whole; log stays unsnapped (snapping after the margin can add an empty decade). */
+export function createScatterRange({
+	dimension,
+	marginPx,
+	softMin,
+	softMax,
+	...distribution
+}: ScatterRangeOptions): uPlot.Scale.Range {
+	const transform = getScaleTransform(distribution);
+	const isLog = distribution.distribution === DistributionType.Logarithmic;
+
+	// A log scale cannot place a soft limit at or below zero.
+	const usableSoftMin = isLog && (softMin ?? 0) <= 0 ? null : softMin;
+
+	return (u, dataMin, dataMax): uPlot.Range.MinMax => {
+		const extent = resolveExtent(dataMin, dataMax, usableSoftMin, softMax);
+		if (!extent) {
+			return isLog ? [1, 10] : [0, 1];
+		}
+
+		let start = transform.forward(extent[0]);
+		let end = transform.forward(extent[1]);
+		if (start === end) {
+			start -= SINGLE_VALUE_HALF_SPAN;
+			end += SINGLE_VALUE_HALF_SPAN;
+		}
+
+		const plotPx =
+			(dimension === 'x' ? u.bbox.width : u.bbox.height) / uPlot.pxRatio;
+		if (plotPx > 2 * marginPx) {
+			const pad = ((end - start) * marginPx) / (plotPx - 2 * marginPx);
+			start -= pad;
+			end += pad;
+		}
+
+		return [transform.inverse(start), transform.inverse(end)];
+	};
+}

frontend/src/lib/visualization/charts/Scatter/types.ts

@@ -0,0 +1,67 @@
+import type { PrecisionOption } from 'components/Graph/types';
+import type {
+	DistributionType,
+	SelectionPreferencesSource,
+} from 'lib/uPlotV2/config/types';
+import type { Threshold } from 'lib/uPlotV2/hooks/types';
+import type { ScatterPointSize } from 'lib/uPlotV2/plugins/ScatterPlugin/types';
+
+export interface ScatterSeries {
+	label: string;
+	xs: number[];
+	ys: number[];
+	/** Optional third channel, in the caller's units. */
+	sizes?: Array<number | null>;
+}
+
+export enum ScatterAxisScale {
+	/** Log or symlog when it spreads the points out more than linear does. */
+	Auto = 'auto',
+	Linear = 'linear',
+	Log = 'log',
+	/** Log-like, but places zero and negatives. */
+	SymLog = 'symlog',
+}
+
+export interface ScatterAxisOptions {
+	label?: string;
+	unit?: string;
+	softMin?: number | null;
+	softMax?: number | null;
+	scale?: ScatterAxisScale;
+	/** Lines drawn across the plot at values on this axis. */
+	thresholds?: Threshold[];
+}
+
+export interface BuildScatterConfigArgs {
+	id: string;
+	series: ScatterSeries[];
+	isDarkMode: boolean;
+	x: ScatterAxisOptions;
+	y: ScatterAxisOptions;
+	pointSize?: ScatterPointSize;
+	/** 0–1. */
+	fillOpacity?: number;
+	colorMapping?: Record<string, string>;
+	decimalPrecision?: PrecisionOption;
+	selectionPreferencesSource?: SelectionPreferencesSource;
+	shouldSaveSelectionPreference?: boolean;
+}
+
+export interface AxisDistribution {
+	distribution: DistributionType;
+	asinhThreshold?: number;
+}
+
+export interface ScaleTransform {
+	forward: (value: number) => number;
+	inverse: (position: number) => number;
+}
+
+export interface ScatterRangeOptions extends AxisDistribution {
+	dimension: 'x' | 'y';
+	/** CSS pixels kept clear at each end so the largest dot draws whole. */
+	marginPx: number;
+	softMin?: number | null;
+	softMax?: number | null;
+}

frontend/src/lib/visualization/charts/Scatter/utils.ts

@@ -0,0 +1,209 @@
+import {
+	type AxisProps,
+	DistributionType,
+	DrawStyle,
+} from 'lib/uPlotV2/config/types';
+import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+import type { ThresholdsDrawHookOptions } from 'lib/uPlotV2/hooks/types';
+import {
+	applyScatterPlugin,
+	createScatterPlugin,
+	SCATTER_FACETS,
+} from 'lib/uPlotV2/plugins/ScatterPlugin/scatterPlugin';
+import {
+	DEFAULT_SCATTER_POINT_SIZE,
+	ScatterChartData,
+	ScatterSeriesData,
+} from 'lib/uPlotV2/plugins/ScatterPlugin/types';
+import {
+	logScaleSplits,
+	spacedLogLabels,
+} from 'lib/uPlotV2/utils/logGridSplits';
+import { adjustSoftLimitsWithThresholds } from 'lib/uPlotV2/utils/scale';
+import uPlot from 'uplot';
+
+import { resolveAxisDistribution } from './axisDistribution';
+import { createScatterRange } from './scatterRange';
+import type {
+	AxisDistribution,
+	BuildScatterConfigArgs,
+	ScatterAxisOptions,
+	ScatterSeries,
+} from './types';
+
+const POINT_STROKE_WIDTH = 1;
+
+/** Unit-suffixed x labels are wider than uPlot's 50px default assumes. */
+const X_AXIS_TICK_SPACE_PX = 90;
+const X_AXIS_END_LABEL_PADDING_PX = 40;
+
+/** The plugin's `dataIdx` answers only for the hit series. */
+export function getCursorHit(
+	plot: uPlot,
+): { seriesIndex: number; dataIndex: number } | null {
+	const idxs = plot.cursor.idxs ?? [];
+	for (let seriesIndex = 1; seriesIndex < idxs.length; seriesIndex++) {
+		const dataIndex = idxs[seriesIndex];
+		if (dataIndex != null) {
+			return { seriesIndex, dataIndex };
+		}
+	}
+	return null;
+}
+
+/** `[null, [xs, ys, sizes?], …]`: uPlot's faceted layout, series 0 empty. */
+export function prepareScatterChartData(
+	series: ScatterSeries[],
+): uPlot.AlignedData {
+	const data: ScatterChartData = [
+		null,
+		...series.map((entry): ScatterSeriesData =>
+			entry.sizes ? [entry.xs, entry.ys, entry.sizes] : [entry.xs, entry.ys],
+		),
+	];
+	return data as unknown as uPlot.AlignedData;
+}
+
+/** The scatter range is unsnapped, so a log axis places and labels its own ticks. */
+function getLogAxisTicks({
+	distribution,
+}: AxisDistribution): Pick<AxisProps, 'splits' | 'filter'> {
+	return distribution === DistributionType.Logarithmic
+		? { splits: logScaleSplits, filter: spacedLogLabels }
+		: {};
+}
+
+function getThresholdOptions(
+	scaleKey: 'x' | 'y',
+	{ thresholds, unit }: ScatterAxisOptions,
+): ThresholdsDrawHookOptions | undefined {
+	return thresholds && thresholds.length > 0
+		? { scaleKey, thresholds, yAxisUnit: unit }
+		: undefined;
+}
+
+export function buildScatterConfig({
+	id,
+	series,
+	isDarkMode,
+	x,
+	y,
+	pointSize = DEFAULT_SCATTER_POINT_SIZE,
+	fillOpacity,
+	colorMapping = {},
+	decimalPrecision,
+	selectionPreferencesSource,
+	shouldSaveSelectionPreference,
+}: BuildScatterConfigArgs): UPlotConfigBuilder {
+	const builder = new UPlotConfigBuilder({
+		id,
+		selectionPreferencesSource,
+		shouldSaveSelectionPreference,
+	});
+
+	const plugin = createScatterPlugin({ pointSize });
+	applyScatterPlugin(builder, plugin);
+	// The last x label is centred on the plot's right edge; room for its unit.
+	builder.setPadding([16, X_AXIS_END_LABEL_PADDING_PX, 8, 8]);
+
+	const xSoftLimits = adjustSoftLimitsWithThresholds(
+		x.softMin ?? null,
+		x.softMax ?? null,
+		x.thresholds,
+		x.unit,
+	);
+	const ySoftLimits = adjustSoftLimitsWithThresholds(
+		y.softMin ?? null,
+		y.softMax ?? null,
+		y.thresholds,
+		y.unit,
+	);
+	const xDistribution = resolveAxisDistribution(
+		series.flatMap((entry) => entry.xs),
+		x.scale,
+		[xSoftLimits.softMin, xSoftLimits.softMax],
+	);
+	const yDistribution = resolveAxisDistribution(
+		series.flatMap((entry) => entry.ys),
+		y.scale,
+		[ySoftLimits.softMin, ySoftLimits.softMax],
+	);
+
+	const xThresholds = getThresholdOptions('x', x);
+	const yThresholds = getThresholdOptions('y', y);
+
+	// The largest disc drawn, plus its outline, kept clear of each plot edge.
+	const largestDiameter = series.some((entry) => entry.sizes)
+		? pointSize.max
+		: pointSize.fixed;
+	const marginPx = largestDiameter / 2 + POINT_STROKE_WIDTH;
+
+	builder.addScale({
+		scaleKey: 'x',
+		time: false,
+		range: createScatterRange({
+			dimension: 'x',
+			marginPx,
+			...xSoftLimits,
+			...xDistribution,
+		}),
+		...xDistribution,
+	});
+	builder.addScale({
+		scaleKey: 'y',
+		time: false,
+		range: createScatterRange({
+			dimension: 'y',
+			marginPx,
+			...ySoftLimits,
+			...yDistribution,
+		}),
+		...yDistribution,
+	});
+
+	builder.addAxis({
+		scaleKey: 'x',
+		side: 2,
+		label: x.label || undefined,
+		isDarkMode,
+		isTimeAxis: false,
+		yAxisUnit: x.unit ?? '',
+		decimalPrecision,
+		isLogScale: xDistribution.distribution !== DistributionType.Linear,
+		...getLogAxisTicks(xDistribution),
+		space: X_AXIS_TICK_SPACE_PX,
+	});
+	builder.addAxis({
+		scaleKey: 'y',
+		side: 3,
+		label: y.label || undefined,
+		isDarkMode,
+		yAxisUnit: y.unit ?? '',
+		decimalPrecision,
+		isLogScale: yDistribution.distribution !== DistributionType.Linear,
+		...getLogAxisTicks(yDistribution),
+	});
+
+	series.forEach((entry) => {
+		builder.addSeries({
+			scaleKey: 'y',
+			label: entry.label,
+			colorMapping,
+			drawStyle: DrawStyle.Scatter,
+			pathBuilder: plugin.pathBuilder,
+			facets: SCATTER_FACETS,
+			lineWidth: POINT_STROKE_WIDTH,
+			pointSize: pointSize.fixed,
+			fillOpacity,
+			isDarkMode,
+		});
+	});
+
+	[xThresholds, yThresholds].forEach((options) => {
+		if (options) {
+			builder.addThresholds(options);
+		}
+	});
+
+	return builder;
+}

frontend/src/lib/visualization/charts/types.ts

@@ -16,6 +16,10 @@ import type {
 	HeatmapColorOptions,
 	HeatmapSeries,
 } from 'lib/uPlotV2/plugins/HeatmapPlugin/types';
+import type {
+	ScatterChannels,
+	ScatterPointLabel,
+} from 'lib/uPlotV2/plugins/ScatterPlugin/types';
 import {
 	DashboardCursorSync,
 	SyncTooltipFilterMode,
@@ -88,6 +92,26 @@ export interface HistogramChartProps extends ChartWrapperProps {
 	isQueriesMerged?: boolean;
 }
 
+/** The dot a click landed on; `seriesIndex` is uPlot's, so the first series is 1. */
+export interface ScatterPointClick {
+	seriesIndex: number;
+	dataIndex: number;
+	color: string;
+	/** Viewport coordinates of the click. */
+	coordinates: { x: number; y: number };
+}
+
+/** `data` is mode-2 (`prepareScatterChartData`); `config` comes from `buildScatterConfig`. */
+export interface ScatterChartProps extends ChartWrapperProps {
+	channels: ScatterChannels;
+	resolvePointGroupValues?: (
+		seriesIndex: number,
+		dataIndex: number,
+	) => ScatterPointLabel[];
+	/** Fires for a click on a dot; a click on empty plot space fires nothing. */
+	onPointClick?: (click: ScatterPointClick) => void;
+}
+
 /**
  * Data arrives as the query response carries it — bucket bounds plus one series per
  * group — and the chart pivots and sums it, so no caller has to get the transpose

frontend/src/pages/AlertList/ChannelsEdit/stories/ChannelsEdit.stories.tsx

@@ -178,3 +178,8 @@ export const JiraServiceManagementOps: Story = {
 export const IncidentIO: Story = {
 	args: { channelType: 'incidentio' },
 };
+
+/** A Telegram channel, with its bot token masked behind the password field. */
+export const Telegram: Story = {
+	args: { channelType: 'telegram' },
+};

frontend/src/pages/AlertList/ChannelsEdit/stories/authz/ChannelsEdit.authz.stories.tsx

@@ -1,5 +1,5 @@
 import type { Meta, StoryObj } from '@storybook/react-vite';
-import { expect, within } from 'storybook/test';
+import { expect, userEvent, within } from 'storybook/test';
 
 import { storyMocks } from '@/storybook/controls/defineStoryMocks';
 import type { PageStoryArgs } from '@/storybook/runtime/resolveStory';
@@ -106,6 +106,39 @@ export const ReadOnly: Story = {
 	},
 };
 
+/**
+ * The same denial on a Telegram channel. Its fields are the kind the form gained
+ * last, including the only toggle a settings panel renders, so this is where a
+ * gap in the gating would show first.
+ *
+ * The switch is checked by behaviour, not by an attribute: it is a button inside
+ * the disabled fieldset, so it carries no `disabled` of its own and an
+ * attribute check would pass whether or not the browser actually turned it off.
+ */
+export const TelegramReadOnly: Story = {
+	args: { channelType: 'telegram', revoked: [UPDATE, CREATE, DELETE] },
+	play: async ({ canvasElement }) => {
+		const canvas = within(canvasElement);
+
+		await expectDisabled(
+			await canvas.findByTestId(
+				'telegram-bot-token-textbox',
+				undefined,
+				PAGE_LOAD,
+			),
+		);
+		await expectDisabled(await canvas.findByTestId('telegram-chat-id-textbox'));
+		await expectDisabled(await canvas.findByTestId('telegram-message-textarea'));
+
+		const toggle = await canvas.findByTestId(
+			'telegram-disable-notifications-switch',
+		);
+		const before = toggle.getAttribute('aria-checked');
+		await userEvent.click(toggle);
+		await expect(toggle.getAttribute('aria-checked')).toBe(before);
+	},
+};
+
 /** No channel permission at all: the page is denied before the form exists. */
 export const NoChannelAccess: Story = {
 	args: { revoked: NOTIFICATION_CHANNEL },

frontend/src/pages/AlertList/ChannelsNew/stories/ChannelsNew.stories.tsx

@@ -178,6 +178,38 @@ export const IncidentIO: Story = {
 	},
 };
 
+/** The Telegram form: the bot token, the chat it posts to and the message. */
+export const Telegram: Story = {
+	play: async ({ canvasElement }): Promise<void> => {
+		await selectChannelType(canvasElement, /^Telegram$/);
+	},
+};
+
+/**
+ * Telegram's own required fields. The chat id is the form's first numeric field,
+ * and the API treats 0 as missing, so an empty box has to report the same error
+ * as a blank one rather than sending a zero.
+ */
+export const TelegramRequiredFields: Story = {
+	play: async ({ canvasElement }): Promise<void> => {
+		const canvas = within(canvasElement);
+
+		await selectChannelType(canvasElement, /^Telegram$/);
+		await userEvent.type(
+			await canvas.findByTestId('channel-name-textbox'),
+			'alerts-telegram',
+		);
+		await userEvent.click(await canvas.findByTestId('save-channel-button'));
+
+		await screen.findByText(
+			'Bot token is mandatory for creating a telegram channel',
+		);
+		await screen.findByText(
+			'Chat ID is mandatory for creating a telegram channel',
+		);
+	},
+};
+
 /**
  * The fields the API rejects a save without are marked before anything is
  * submitted, so a long form does not have to be guessed at.

frontend/src/pages/AlertList/NotificationChannels/__tests__/ChannelFormPrefill.test.tsx

@@ -10,7 +10,7 @@ const FIND = { timeout: 5000 };
 interface PrefillCase {
 	kind: string;
 	spec: Record<string, unknown>;
-	fields: [string, string][];
+	fields: [string, string | number][];
 }
 
 const CASES: PrefillCase[] = [
@@ -186,6 +186,25 @@ const CASES: PrefillCase[] = [
 			['incidentio-description-textarea', 'incident description'],
 		],
 	},
+	{
+		kind: 'telegram',
+		spec: {
+			botToken: '123456789:AA-token',
+			chatId: -1001234567890,
+			messageThreadId: 42,
+			title: 'telegram title',
+			message: 'telegram message',
+			apiUrl: 'https://api.telegram.org',
+		},
+		fields: [
+			['telegram-bot-token-textbox', '123456789:AA-token'],
+			['telegram-chat-id-textbox', -1001234567890],
+			['telegram-message-thread-id-textbox', 42],
+			['telegram-title-textarea', 'telegram title'],
+			['telegram-message-textarea', 'telegram message'],
+			['telegram-api-url-textbox', 'https://api.telegram.org'],
+		],
+	},
 ];
 
 describe('ChannelForm prefill', () => {

frontend/src/pages/AlertList/stories/__story_mockdata__/alerts.ts

@@ -81,6 +81,7 @@ export const CHANNEL_TYPES = [
 	'jira',
 	'jsmops',
 	'incidentio',
+	'telegram',
 ] as const;
 
 export type ChannelType = (typeof CHANNEL_TYPES)[number];
@@ -847,6 +848,13 @@ const CHANNEL_SPECS: Record<ChannelType, Record<string, unknown>> = {
 		title: '{{ .CommonLabels.alertname }}',
 		sendResolved: true,
 	},
+	telegram: {
+		botToken: '123456789:AA-story-telegram-token',
+		chatId: -1001234567890,
+		title: '{{ .CommonLabels.alertname }}',
+		message: '{{ range .Alerts -}}{{ .Annotations.description }}\n{{ end }}',
+		sendResolved: true,
+	},
 };
 
 /** The v2 fetch by id, which is what the redesigned screens read. */

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/ConfigPane.tsx

@@ -40,6 +40,8 @@ interface ConfigPaneProps {
 	legendSeries: LegendSeries[];
 	/** Table panel's resolved value columns, for the table-only editors. */
 	tableColumns: TableColumnOption[];
+	/** Group-by columns of the joined scalar result. */
+	groupColumns?: string[];
 	/** Query step interval (seconds), for the chart-appearance span-gaps floor. */
 	stepInterval?: number;
 	/**
@@ -67,6 +69,7 @@ function ConfigPane({
 	queryType,
 	legendSeries,
 	tableColumns,
+	groupColumns,
 	stepInterval,
 	panel,
 	panelId,
@@ -133,6 +136,7 @@ function ConfigPane({
 						defaults={defaults}
 						legendSeries={legendSeries}
 						tableColumns={tableColumns}
+						groupColumns={groupColumns}
 						signal={signal}
 						panelKind={panelKind}
 						onChangePanelKind={onChangePanelKind}
@@ -160,6 +164,7 @@ function ConfigPane({
 									defaults={defaults}
 									legendSeries={legendSeries}
 									tableColumns={tableColumns}
+									groupColumns={groupColumns}
 									signal={signal}
 									panelKind={panelKind}
 									onChangePanelKind={onChangePanelKind}

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/SectionSlot/SectionSlot.tsx

@@ -12,6 +12,11 @@ import type { SectionEditorContext } from '../sectionContext';
 import { getSectionDefault, resolveSectionEditor } from '../sectionRegistry';
 import SettingsSection from '../SettingsSection/SettingsSection';
 import { isDifferent } from '../utils/changes';
+import {
+	getScatterAxisColumnNames,
+	getScatterAxisColumnUnits,
+} from '../utils/scatterAxisColumns';
+import { getSizeColumnLabel } from '../utils/sizeColumnLabel';
 import SectionHeaderQuickAdd from './SectionHeaderQuickAdd';
 
 type SectionSlotProps = {
@@ -63,6 +68,7 @@ function SectionSlot({
 	bare,
 	legendSeries,
 	tableColumns,
+	groupColumns,
 	signal,
 	panelKind,
 	onChangePanelKind,
@@ -74,7 +80,10 @@ function SectionSlot({
 	const editor = resolveSectionEditor(config.kind);
 	// Controlled so the header slot can expand on click; list sections open when populated.
 	const [open, setOpen] = useState(() => {
-		if (config.kind === SectionKind.Visualization) {
+		if (
+			config.kind === SectionKind.Visualization ||
+			config.kind === SectionKind.Dimensions
+		) {
 			return true;
 		}
 		const value = editor?.get(spec);
@@ -129,6 +138,10 @@ function SectionSlot({
 		legendSeries,
 		yAxisUnit,
 		tableColumns,
+		groupColumns,
+		sizeColumnLabel: getSizeColumnLabel(spec, tableColumns),
+		axisColumnNames: getScatterAxisColumnNames(spec, tableColumns),
+		axisColumnUnits: getScatterAxisColumnUnits(spec, tableColumns),
 		signal,
 		panelKind,
 		onChangePanelKind,

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/controls/ConfigMultiSelect/ConfigMultiSelect.module.scss

@@ -0,0 +1,3 @@
+.select {
+	width: 100%;
+}

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/controls/ConfigMultiSelect/ConfigMultiSelect.tsx

@@ -0,0 +1,49 @@
+import { ComboboxSimple } from '@signozhq/ui/combobox';
+
+import styles from './ConfigMultiSelect.module.scss';
+
+export interface ConfigMultiSelectItem<T extends string = string> {
+	value: T;
+	label: string;
+}
+
+interface ConfigMultiSelectProps<T extends string = string> {
+	testId: string;
+	value: T[];
+	placeholder?: string;
+	items: ConfigMultiSelectItem<T>[];
+	onChange: (value: T[]) => void;
+	disabled?: boolean;
+}
+
+/** Emits picks in items order, so the stored value is stable. */
+function ConfigMultiSelect<T extends string = string>({
+	testId,
+	value,
+	placeholder,
+	items,
+	onChange,
+	disabled,
+}: ConfigMultiSelectProps<T>): JSX.Element {
+	return (
+		<ComboboxSimple
+			multiple
+			className={styles.select}
+			testId={testId}
+			value={value}
+			placeholder={placeholder}
+			disabled={disabled}
+			items={items}
+			onChange={(next): void => {
+				const picked = Array.isArray(next) ? next : [];
+				onChange(
+					items
+						.map((item) => item.value)
+						.filter((candidate) => picked.includes(candidate)),
+				);
+			}}
+		/>
+	);
+}
+
+export default ConfigMultiSelect;

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/controls/ConfigMultiSelect/__tests__/ConfigMultiSelect.test.tsx

@@ -0,0 +1,48 @@
+import { render, screen, userEvent } from 'tests/test-utils';
+
+import ConfigMultiSelect from '../ConfigMultiSelect';
+
+const ITEMS = [
+	{ value: 'a', label: 'alpha' },
+	{ value: 'b', label: 'beta' },
+	{ value: 'c', label: 'gamma' },
+];
+
+async function open(): Promise<ReturnType<typeof userEvent.setup>> {
+	const user = userEvent.setup();
+	await user.click(screen.getByTestId('multi'));
+	return user;
+}
+
+describe('ConfigMultiSelect', () => {
+	it('shows the placeholder while nothing is picked', () => {
+		render(
+			<ConfigMultiSelect
+				testId="multi"
+				value={[]}
+				placeholder="Every group key"
+				items={ITEMS}
+				onChange={jest.fn()}
+			/>,
+		);
+
+		expect(screen.getByText('Every group key')).toBeInTheDocument();
+	});
+
+	it('keeps picks in item order, not the order they were picked', async () => {
+		const onChange = jest.fn();
+		render(
+			<ConfigMultiSelect
+				testId="multi"
+				value={['c']}
+				items={ITEMS}
+				onChange={onChange}
+			/>,
+		);
+
+		const user = await open();
+		await user.click(await screen.findByRole('option', { name: 'alpha' }));
+
+		expect(onChange).toHaveBeenLastCalledWith(['a', 'c']);
+	});
+});

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/controls/ConfigRangeSlider/ConfigRangeSlider.module.scss

@@ -0,0 +1,21 @@
+.row {
+	display: flex;
+	align-items: center;
+	gap: 12px;
+}
+
+.slider {
+	flex: 1;
+	min-width: 0;
+	// Cancel the slider's half-thumb track inset so it aligns with the other controls.
+	margin-inline: calc(var(--slider-thumb-width, 18px) / -2);
+}
+
+.value {
+	flex-shrink: 0;
+	min-width: 56px;
+	text-align: right;
+	font-size: 12px;
+	font-variant-numeric: tabular-nums;
+	color: var(--l3-foreground);
+}

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/controls/ConfigRangeSlider/ConfigRangeSlider.tsx

@@ -0,0 +1,47 @@
+import { Slider } from '@signozhq/ui/slider';
+
+import styles from './ConfigRangeSlider.module.scss';
+
+interface ConfigRangeSliderProps {
+	testId: string;
+	value: [number, number];
+	min: number;
+	max: number;
+	step: number;
+	formatValue?: (value: [number, number]) => string;
+	onChange: (value: [number, number]) => void;
+}
+
+function ConfigRangeSlider({
+	testId,
+	value,
+	min,
+	max,
+	step,
+	formatValue,
+	onChange,
+}: ConfigRangeSliderProps): JSX.Element {
+	return (
+		<div className={styles.row}>
+			<Slider
+				range
+				testId={testId}
+				className={styles.slider}
+				value={value}
+				min={min}
+				max={max}
+				step={step}
+				onChange={(next): void => {
+					if (Array.isArray(next) && next.length === 2) {
+						onChange([Math.min(next[0], next[1]), Math.max(next[0], next[1])]);
+					}
+				}}
+			/>
+			<span className={styles.value}>
+				{formatValue ? formatValue(value) : `${value[0]}–${value[1]}`}
+			</span>
+		</div>
+	);
+}
+
+export default ConfigRangeSlider;

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/controls/ConfigRangeSlider/__tests__/ConfigRangeSlider.test.tsx

@@ -0,0 +1,51 @@
+import { render, screen, userEvent } from 'tests/test-utils';
+
+import ConfigRangeSlider from '../ConfigRangeSlider';
+
+window.ResizeObserver =
+	window.ResizeObserver ||
+	jest.fn().mockImplementation(() => ({
+		disconnect: jest.fn(),
+		observe: jest.fn(),
+		unobserve: jest.fn(),
+	}));
+
+describe('ConfigRangeSlider', () => {
+	it('renders a thumb per end and the formatted range', () => {
+		render(
+			<ConfigRangeSlider
+				testId="range"
+				value={[4, 24]}
+				min={2}
+				max={40}
+				step={1}
+				formatValue={([min, max]): string => `${min}–${max} px`}
+				onChange={jest.fn()}
+			/>,
+		);
+
+		expect(screen.getAllByRole('slider')).toHaveLength(2);
+		expect(screen.getByText('4–24 px')).toBeInTheDocument();
+	});
+
+	it('moves one end and reports the pair low to high', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(
+			<ConfigRangeSlider
+				testId="range"
+				value={[4, 24]}
+				min={2}
+				max={40}
+				step={1}
+				onChange={onChange}
+			/>,
+		);
+
+		const [, maxThumb] = screen.getAllByRole('slider');
+		maxThumb.focus();
+		await user.keyboard('{ArrowRight}');
+
+		expect(onChange).toHaveBeenLastCalledWith([4, 25]);
+	});
+});

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sectionContext.ts

@@ -13,6 +13,14 @@ import { EQueryType } from 'types/common/dashboard';
 export interface SectionEditorContext {
 	legendSeries?: LegendSeries[];
 	tableColumns?: TableColumnOption[];
+	/** Group-by labels of the joined scalar result; the colour-by options. */
+	groupColumns?: string[];
+	/** Scatter Plot's size column label, if bound. */
+	sizeColumnLabel?: string;
+	/** Name of the column each Scatter Plot axis plots, for its label's placeholder. */
+	axisColumnNames?: { x?: string; y?: string };
+	/** Unit of the column each Scatter Plot axis plots. */
+	axisColumnUnits?: { x?: string; y?: string };
 	signal?: TelemetrytypesSignalDTO;
 	panelKind?: PanelKind;
 	onChangePanelKind?: (kind: PanelKind) => void;

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sectionRegistry.tsx

@@ -4,6 +4,8 @@ import type {
 	DashboardtypesHistogramBucketsDTO,
 	DashboardtypesLegendDTO,
 	DashboardtypesPanelSpecDTO,
+	DashboardtypesScatterPlotAxesDTO,
+	DashboardtypesScatterPlotDimensionsDTO,
 } from 'api/generated/services/sigNoz.schemas';
 import {
 	SectionKind,
@@ -22,9 +24,11 @@ import AxesSection from './sections/AxesSection/AxesSection';
 import BucketsSection from './sections/BucketsSection/BucketsSection';
 import ChartAppearanceSection from './sections/ChartAppearanceSection/ChartAppearanceSection';
 import ContextLinksSection from './sections/ContextLinksSection/ContextLinksSection';
+import DimensionsSection from './sections/DimensionsSection/DimensionsSection';
 import FormattingSection from './sections/FormattingSection/FormattingSection';
 import LegendSection from './sections/LegendSection/LegendSection';
 import PanelHeaderSection from './sections/PanelHeaderSection/PanelHeaderSection';
+import ScatterAxesSection from './sections/ScatterAxesSection/ScatterAxesSection';
 import TextLayoutSection from './sections/TextLayoutSection/TextLayoutSection';
 import ThresholdsSection from './sections/ThresholdsSection/ThresholdsSection';
 import VisualizationSection from './sections/VisualizationSection/VisualizationSection';
@@ -86,6 +90,20 @@ export const SECTION_REGISTRY: {
 			getPluginSlice<PanelAxesSlice>(spec, 'axes'),
 		update: (spec, axes): PanelSpec => updatePluginSlice(spec, 'axes', axes),
 	},
+	// Same `axes` key as above, in Scatter Plot's per-axis shape.
+	[SectionKind.ScatterAxes]: {
+		Component: ScatterAxesSection,
+		get: (spec): DashboardtypesScatterPlotAxesDTO | undefined =>
+			getPluginSlice<DashboardtypesScatterPlotAxesDTO>(spec, 'axes'),
+		update: (spec, axes): PanelSpec => updatePluginSlice(spec, 'axes', axes),
+	},
+	[SectionKind.Dimensions]: {
+		Component: DimensionsSection,
+		get: (spec): DashboardtypesScatterPlotDimensionsDTO | undefined =>
+			getPluginSlice<DashboardtypesScatterPlotDimensionsDTO>(spec, 'dimensions'),
+		update: (spec, dimensions): PanelSpec =>
+			updatePluginSlice(spec, 'dimensions', dimensions),
+	},
 	[SectionKind.Legend]: {
 		Component: LegendSection,
 		get: (spec): DashboardtypesLegendDTO | undefined =>

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ChartAppearanceSection/ChartAppearanceSection.tsx

@@ -14,6 +14,7 @@ import type { SectionEditorContext } from '../../sectionContext';
 import { createFieldResetter } from '../../utils/changes';
 import DisconnectValuesField from './DisconnectValuesField';
 import HeatmapColorsField from './HeatmapColorsField';
+import PointsFields from './PointsFields';
 import {
 	FILL_MODE_OPTIONS,
 	FILLED_FILL_MODE_OPTIONS,
@@ -39,8 +40,9 @@ function ChartAppearanceSection({
 	controls,
 	onChange,
 	stepInterval,
+	sizeColumnLabel,
 }: SectionEditorProps<SectionKind.ChartAppearance> &
-	Pick<SectionEditorContext, 'stepInterval'>): JSX.Element {
+	Pick<SectionEditorContext, 'stepInterval' | 'sizeColumnLabel'>): JSX.Element {
 	const reset = createFieldResetter(value, savedValue, onChange);
 	const interpolation = value?.lineInterpolation;
 
@@ -122,6 +124,15 @@ function ChartAppearanceSection({
 				/>
 			)}
 
+			{controls.points && (
+				<PointsFields
+					value={value?.points}
+					savedValue={savedValue?.points}
+					sizeColumnLabel={sizeColumnLabel}
+					onChange={(points): void => onChange({ ...value, points })}
+				/>
+			)}
+
 			{controls.spanGaps && (
 				<DisconnectValuesField
 					testId="panel-editor-v2-span-gaps"

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ChartAppearanceSection/PointsFields.tsx

@@ -0,0 +1,86 @@
+import type { DashboardtypesScatterPlotPointsDTO } from 'api/generated/services/sigNoz.schemas';
+import {
+	POINT_OPACITY_BOUNDS,
+	POINT_SIZE_BOUNDS,
+	resolvePointOpacity,
+	resolvePointSize,
+} from 'pages/DashboardPage/DashboardContainer/Panels/kinds/ScatterPlotPanel/utils/points';
+
+import ConfigField from '../../controls/ConfigField/ConfigField';
+import ConfigRangeSlider from '../../controls/ConfigRangeSlider/ConfigRangeSlider';
+import ConfigSlider from '../../controls/ConfigSlider/ConfigSlider';
+import { createFieldResetter } from '../../utils/changes';
+import { formatOpacity, formatPointSize, formatPointSizeRange } from './utils';
+
+const OPACITY_STEP = 0.01;
+
+interface PointsFieldsProps {
+	value: DashboardtypesScatterPlotPointsDTO | undefined;
+	savedValue: DashboardtypesScatterPlotPointsDTO | undefined;
+	onChange: (next: DashboardtypesScatterPlotPointsDTO) => void;
+	sizeColumnLabel?: string;
+}
+
+function PointsFields({
+	value,
+	savedValue,
+	onChange,
+	sizeColumnLabel,
+}: PointsFieldsProps): JSX.Element {
+	const reset = createFieldResetter(value, savedValue, onChange);
+	// Renderer defaults, so thumbs start where an unset field draws.
+	const size = resolvePointSize(value);
+
+	return (
+		<>
+			{sizeColumnLabel ? (
+				<ConfigField
+					label="Point size"
+					help={`Each dot's area scales with ${sizeColumnLabel} between min and max.`}
+					{...reset('minSize', 'maxSize')}
+				>
+					<ConfigRangeSlider
+						testId="panel-editor-v2-point-size-range"
+						value={[size.min, size.max]}
+						min={POINT_SIZE_BOUNDS.min}
+						max={POINT_SIZE_BOUNDS.max}
+						step={1}
+						formatValue={formatPointSizeRange}
+						onChange={([minSize, maxSize]): void =>
+							onChange({ ...value, minSize, maxSize })
+						}
+					/>
+				</ConfigField>
+			) : (
+				<ConfigField
+					label="Point size"
+					help="Every dot uses this size. Map a Size column to draw a bubble chart."
+					{...reset('size')}
+				>
+					<ConfigSlider
+						testId="panel-editor-v2-point-size"
+						value={size.fixed}
+						min={POINT_SIZE_BOUNDS.min}
+						max={POINT_SIZE_BOUNDS.max}
+						step={1}
+						formatValue={formatPointSize}
+						onChange={(next): void => onChange({ ...value, size: next })}
+					/>
+				</ConfigField>
+			)}
+			<ConfigField label="Fill opacity" {...reset('opacity')}>
+				<ConfigSlider
+					testId="panel-editor-v2-point-opacity"
+					value={resolvePointOpacity(value)}
+					min={POINT_OPACITY_BOUNDS.min}
+					max={POINT_OPACITY_BOUNDS.max}
+					step={OPACITY_STEP}
+					formatValue={formatOpacity}
+					onChange={(opacity): void => onChange({ ...value, opacity })}
+				/>
+			</ConfigField>
+		</>
+	);
+}
+
+export default PointsFields;

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ChartAppearanceSection/__tests__/PointsFields.test.tsx

@@ -0,0 +1,114 @@
+import { render, screen, userEvent } from 'tests/test-utils';
+
+import ChartAppearanceSection from '../ChartAppearanceSection';
+
+window.ResizeObserver =
+	window.ResizeObserver ||
+	jest.fn().mockImplementation(() => ({
+		disconnect: jest.fn(),
+		observe: jest.fn(),
+		unobserve: jest.fn(),
+	}));
+
+describe('ChartAppearanceSection points', () => {
+	it('offers one point size when nothing sizes the dots', () => {
+		render(
+			<ChartAppearanceSection
+				value={undefined}
+				controls={{ points: true }}
+				onChange={jest.fn()}
+			/>,
+		);
+
+		expect(screen.getByTestId('panel-editor-v2-point-size')).toBeInTheDocument();
+		expect(
+			screen.queryByTestId('panel-editor-v2-point-size-range'),
+		).not.toBeInTheDocument();
+		expect(screen.getByText('6 px')).toBeInTheDocument();
+		expect(
+			screen.getByText(
+				'Every dot uses this size. Map a Size column to draw a bubble chart.',
+			),
+		).toBeInTheDocument();
+		expect(screen.getByText('70%')).toBeInTheDocument();
+	});
+
+	it('offers a min/max range named after the size column when one is bound', () => {
+		render(
+			<ChartAppearanceSection
+				value={{ points: { minSize: 5 } }}
+				controls={{ points: true }}
+				sizeColumnLabel="B.count()"
+				onChange={jest.fn()}
+			/>,
+		);
+
+		expect(
+			screen.getByTestId('panel-editor-v2-point-size-range'),
+		).toBeInTheDocument();
+		expect(
+			screen.queryByTestId('panel-editor-v2-point-size'),
+		).not.toBeInTheDocument();
+		expect(screen.getByText('5–24 px')).toBeInTheDocument();
+		expect(
+			screen.getByText(
+				"Each dot's area scales with B.count() between min and max.",
+			),
+		).toBeInTheDocument();
+	});
+
+	it('steps the fixed size by a whole pixel, keeping the range', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(
+			<ChartAppearanceSection
+				value={{ points: { size: 6, minSize: 4, maxSize: 30 } }}
+				controls={{ points: true }}
+				onChange={onChange}
+			/>,
+		);
+
+		const [sizeThumb] = screen.getAllByRole('slider');
+		sizeThumb.focus();
+		await user.keyboard('{ArrowRight}');
+
+		expect(onChange).toHaveBeenLastCalledWith({
+			points: { size: 7, minSize: 4, maxSize: 30 },
+		});
+	});
+
+	it('stops the opacity at 10%', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(
+			<ChartAppearanceSection
+				value={{ points: { opacity: 0.1 } }}
+				controls={{ points: true }}
+				onChange={onChange}
+			/>,
+		);
+
+		const thumbs = screen.getAllByRole('slider');
+		const opacityThumb = thumbs[thumbs.length - 1];
+		expect(opacityThumb).toHaveAttribute('aria-valuemin', '0.1');
+		opacityThumb.focus();
+		await user.keyboard('{ArrowLeft}');
+
+		expect(onChange).not.toHaveBeenCalled();
+	});
+
+	it('leaves the points out of a kind that does not declare them', () => {
+		render(
+			<ChartAppearanceSection
+				value={undefined}
+				controls={{ lineStyle: true }}
+				onChange={jest.fn()}
+			/>,
+		);
+
+		expect(
+			screen.queryByTestId('panel-editor-v2-point-size'),
+		).not.toBeInTheDocument();
+		expect(screen.queryByText('Fill opacity')).not.toBeInTheDocument();
+	});
+});

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ChartAppearanceSection/utils.ts

@@ -12,3 +12,11 @@ export function defaultDisconnectDuration(stepInterval?: number): string {
 export function formatOpacity(opacity: number): string {
 	return `${Math.round(opacity * 100)}%`;
 }
+
+export function formatPointSize(size: number): string {
+	return `${size} px`;
+}
+
+export function formatPointSizeRange([min, max]: [number, number]): string {
+	return `${min}–${max} px`;
+}

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/DimensionsSection/DimensionsSection.module.scss

@@ -0,0 +1,24 @@
+.section {
+	display: flex;
+	flex-direction: column;
+	gap: 18px;
+}
+
+.labelWithInfo {
+	display: inline-flex;
+	align-items: center;
+	gap: 6px;
+}
+
+.info {
+	flex-shrink: 0;
+	color: var(--l3-foreground);
+	cursor: help;
+}
+
+.description {
+	margin: 0;
+	color: var(--l2-foreground);
+	font-size: 12px;
+	line-height: 17px;
+}

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/DimensionsSection/DimensionsSection.tsx

@@ -0,0 +1,111 @@
+import { useMemo } from 'react';
+import type {
+	SectionEditorProps,
+	SectionKind,
+} from 'pages/DashboardPage/DashboardContainer/Panels/types/sections';
+
+import ConfigField from '../../controls/ConfigField/ConfigField';
+import ConfigMultiSelect from '../../controls/ConfigMultiSelect/ConfigMultiSelect';
+import ConfigSelect from '../../controls/ConfigSelect/ConfigSelect';
+import type { SectionEditorContext } from '../../sectionContext';
+import { resolveAutoAxes } from '../../utils/scatterAxisColumns';
+import LabelWithInfo from './LabelWithInfo';
+import {
+	buildColorKeyItems,
+	buildDimensionItems,
+	formatAutoOption,
+	formatColumnOption,
+	UNSET_DIMENSION,
+} from './utils';
+
+import styles from './DimensionsSection.module.scss';
+
+type DimensionsSectionProps = SectionEditorProps<SectionKind.Dimensions> &
+	Pick<SectionEditorContext, 'tableColumns' | 'groupColumns'>;
+
+const FIELD_INFO = {
+	x: 'The value column that places each dot left to right. Auto takes the first value column.',
+	y: "The value column that places each dot bottom to top. Auto takes the first value column X doesn't use.",
+	sizeBy:
+		"Optional. Scales each dot's area by this value column; a group without a value draws at the default size.",
+	colorBy:
+		'One color and legend entry per combination of the selected keys. Leave it empty to color by every group key.',
+};
+
+function DimensionsSection({
+	value,
+	onChange,
+	tableColumns = [],
+	groupColumns = [],
+}: DimensionsSectionProps): JSX.Element {
+	const valueItems = useMemo(
+		() =>
+			tableColumns.map((column) => ({
+				value: column.key,
+				label: formatColumnOption(column),
+			})),
+		[tableColumns],
+	);
+	const autoAxes = resolveAutoAxes(tableColumns, {
+		x: value?.x,
+		y: value?.y,
+	});
+	const colorBy = value?.colorBy ?? [];
+	const colorItems = buildColorKeyItems(groupColumns, colorBy);
+
+	const fields = [
+		{ dimension: 'x', label: 'X axis', unsetLabel: formatAutoOption(autoAxes.x) },
+		{ dimension: 'y', label: 'Y axis', unsetLabel: formatAutoOption(autoAxes.y) },
+		{ dimension: 'sizeBy', label: 'Size by', unsetLabel: 'None' },
+	] as const;
+
+	return (
+		<div className={styles.section}>
+			{fields.map(({ dimension, label, unsetLabel }) => (
+				<ConfigField
+					key={dimension}
+					label={
+						<LabelWithInfo
+							label={label}
+							info={FIELD_INFO[dimension]}
+							testId={`panel-editor-v2-dimension-${dimension}-info`}
+						/>
+					}
+				>
+					<ConfigSelect
+						testId={`panel-editor-v2-dimension-${dimension}`}
+						value={value?.[dimension] || UNSET_DIMENSION}
+						items={buildDimensionItems(valueItems, value?.[dimension], unsetLabel)}
+						onChange={(next): void => onChange({ ...value, [dimension]: next })}
+					/>
+				</ConfigField>
+			))}
+			<ConfigField
+				label={
+					<LabelWithInfo
+						label="Color by"
+						info={FIELD_INFO.colorBy}
+						testId="panel-editor-v2-dimension-colorBy-info"
+					/>
+				}
+			>
+				<ConfigMultiSelect
+					testId="panel-editor-v2-dimension-colorBy"
+					value={colorBy}
+					items={colorItems}
+					placeholder={
+						colorItems.length > 0 ? 'Every group key' : 'No group-by labels'
+					}
+					disabled={colorItems.length === 0}
+					onChange={(next): void => onChange({ ...value, colorBy: next })}
+				/>
+			</ConfigField>
+			<p className={styles.description}>
+				Each dot is one group from the query. X and Y place it, Size by scales it,
+				and Color by groups it in the legend.
+			</p>
+		</div>
+	);
+}
+
+export default DimensionsSection;

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/DimensionsSection/LabelWithInfo.tsx

@@ -0,0 +1,27 @@
+import { Info } from '@signozhq/icons';
+import { Tooltip } from '@signozhq/ui/tooltip';
+
+import styles from './DimensionsSection.module.scss';
+
+interface LabelWithInfoProps {
+	label: string;
+	info: string;
+	testId: string;
+}
+
+function LabelWithInfo({
+	label,
+	info,
+	testId,
+}: LabelWithInfoProps): JSX.Element {
+	return (
+		<span className={styles.labelWithInfo}>
+			{label}
+			<Tooltip title={info}>
+				<Info size={12} className={styles.info} data-testid={testId} />
+			</Tooltip>
+		</span>
+	);
+}
+
+export default LabelWithInfo;

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/DimensionsSection/__tests__/DimensionsSection.test.tsx

@@ -0,0 +1,184 @@
+import { render, screen, userEvent } from 'tests/test-utils';
+
+import DimensionsSection from '../DimensionsSection';
+
+const TABLE_COLUMNS = [
+	{ key: 'A', label: 'A.Request rate', name: 'Request rate' },
+	{ key: 'B.p99(duration_nano)', label: 'B.p99 latency', name: 'p99 latency' },
+	{ key: 'C.count()', label: 'C.count()', name: 'count()' },
+];
+
+async function pick(dimension: string, label: string): Promise<void> {
+	const user = userEvent.setup();
+	const trigger = screen.getByTestId(`panel-editor-v2-dimension-${dimension}`);
+	await user.click(trigger.querySelector('.ant-select-selector') as HTMLElement);
+	await user.click(await screen.findByRole('option', { name: label }));
+}
+
+describe('DimensionsSection', () => {
+	it('names the column each unset axis falls back to', () => {
+		render(
+			<DimensionsSection
+				value={undefined}
+				onChange={jest.fn()}
+				tableColumns={TABLE_COLUMNS}
+				groupColumns={['service.name']}
+			/>,
+		);
+
+		expect(screen.getByTestId('panel-editor-v2-dimension-x')).toHaveTextContent(
+			'Auto (A · Request rate)',
+		);
+		expect(screen.getByTestId('panel-editor-v2-dimension-y')).toHaveTextContent(
+			'Auto (B.p99(duration_nano) · p99 latency)',
+		);
+		expect(
+			screen.getByTestId('panel-editor-v2-dimension-sizeBy'),
+		).toHaveTextContent('None');
+	});
+
+	it('falls Y back to a column other than the bound X', () => {
+		render(
+			<DimensionsSection
+				value={{ x: 'B.p99(duration_nano)' }}
+				onChange={jest.fn()}
+				tableColumns={TABLE_COLUMNS}
+			/>,
+		);
+
+		expect(screen.getByTestId('panel-editor-v2-dimension-y')).toHaveTextContent(
+			'Auto (A · Request rate)',
+		);
+	});
+
+	it('shows a column by its key alone when the name only repeats it', async () => {
+		const onChange = jest.fn();
+		render(
+			<DimensionsSection
+				value={undefined}
+				onChange={onChange}
+				tableColumns={TABLE_COLUMNS}
+			/>,
+		);
+
+		await pick('sizeBy', 'C.count()');
+
+		expect(onChange).toHaveBeenCalledWith({ sizeBy: 'C.count()' });
+	});
+
+	it('binds an axis to a value column by its key', async () => {
+		const onChange = jest.fn();
+		render(
+			<DimensionsSection
+				value={{ x: 'A' }}
+				onChange={onChange}
+				tableColumns={TABLE_COLUMNS}
+			/>,
+		);
+
+		await pick('y', 'B.p99(duration_nano) · p99 latency');
+
+		expect(onChange).toHaveBeenCalledWith({
+			x: 'A',
+			y: 'B.p99(duration_nano)',
+		});
+	});
+
+	it('clears the size back to none', async () => {
+		const onChange = jest.fn();
+		render(
+			<DimensionsSection
+				value={{ sizeBy: 'A' }}
+				onChange={onChange}
+				tableColumns={TABLE_COLUMNS}
+			/>,
+		);
+
+		await pick('sizeBy', 'None');
+
+		expect(onChange).toHaveBeenCalledWith({ sizeBy: '' });
+	});
+
+	it('keeps a binding the results no longer have visible', () => {
+		render(
+			<DimensionsSection
+				value={{ x: 'D' }}
+				onChange={jest.fn()}
+				tableColumns={TABLE_COLUMNS}
+			/>,
+		);
+
+		expect(screen.getByTestId('panel-editor-v2-dimension-x')).toHaveTextContent(
+			'D (not in results)',
+		);
+	});
+
+	it('colours by any combination of group-by keys, kept in result order', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(
+			<DimensionsSection
+				value={{ colorBy: ['service.name'] }}
+				onChange={onChange}
+				groupColumns={['k8s.namespace.name', 'service.name']}
+			/>,
+		);
+
+		await user.click(screen.getByTestId('panel-editor-v2-dimension-colorBy'));
+		await user.click(
+			await screen.findByRole('option', { name: 'k8s.namespace.name' }),
+		);
+
+		expect(onChange).toHaveBeenLastCalledWith({
+			colorBy: ['k8s.namespace.name', 'service.name'],
+		});
+	});
+
+	it('explains every field from an info icon', () => {
+		render(<DimensionsSection value={undefined} onChange={jest.fn()} />);
+
+		['x', 'y', 'sizeBy', 'colorBy'].forEach((dimension) => {
+			expect(
+				screen.getByTestId(`panel-editor-v2-dimension-${dimension}-info`),
+			).toBeInTheDocument();
+		});
+	});
+
+	it('says what an empty colour selection means', () => {
+		render(
+			<DimensionsSection
+				value={undefined}
+				onChange={jest.fn()}
+				groupColumns={['service.name']}
+			/>,
+		);
+
+		expect(screen.getByText('Every group key')).toBeInTheDocument();
+		expect(
+			screen.getByTestId('panel-editor-v2-dimension-colorBy-info'),
+		).toBeInTheDocument();
+	});
+
+	it('keeps a selected colour key the results no longer have', () => {
+		render(
+			<DimensionsSection
+				value={{ colorBy: ['host.name'] }}
+				onChange={jest.fn()}
+				groupColumns={['service.name']}
+			/>,
+		);
+
+		expect(
+			screen.getByTestId('panel-editor-v2-dimension-colorBy'),
+		).toHaveTextContent('host.name (not in results)');
+	});
+
+	it('disables colour when the query has no group by', () => {
+		render(<DimensionsSection value={undefined} onChange={jest.fn()} />);
+
+		expect(screen.getByText('No group-by labels')).toBeInTheDocument();
+		expect(
+			screen.getByTestId('panel-editor-v2-dimension-colorBy'),
+		).toHaveAttribute('aria-disabled', 'true');
+	});
+});

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/DimensionsSection/utils.ts

@@ -0,0 +1,45 @@
+import type { ConfigMultiSelectItem } from '../../controls/ConfigMultiSelect/ConfigMultiSelect';
+import type { ConfigSelectItem } from '../../controls/ConfigSelect/ConfigSelect';
+import type { TableColumnOption } from '../../../hooks/useTableColumns';
+
+/** The select value for an unset dimension; the spec stores it as `''`. */
+export const UNSET_DIMENSION = '';
+
+/** `A · Request rate`, or the key alone when the name only repeats it (`A.count()`). */
+export function formatColumnOption({
+	key,
+	name,
+}: Pick<TableColumnOption, 'key' | 'name'>): string {
+	return key === name || key.endsWith(`.${name}`) ? key : `${key} · ${name}`;
+}
+
+export function formatAutoOption(
+	column: TableColumnOption | undefined,
+): string {
+	return column ? `Auto (${formatColumnOption(column)})` : 'Auto';
+}
+
+/** Keeps a bound key the result lacks, so the select never shows a bare value. */
+export function buildDimensionItems(
+	columns: ConfigSelectItem[],
+	current: string | undefined,
+	unsetLabel: string,
+): ConfigSelectItem[] {
+	const items = [{ value: UNSET_DIMENSION, label: unsetLabel }, ...columns];
+	if (current && !columns.some((column) => column.value === current)) {
+		items.push({ value: current, label: `${current} (not in results)` });
+	}
+	return items;
+}
+
+export function buildColorKeyItems(
+	groupColumns: string[],
+	selected: string[],
+): ConfigMultiSelectItem[] {
+	return [
+		...groupColumns.map((column) => ({ value: column, label: column })),
+		...selected
+			.filter((key) => !groupColumns.includes(key))
+			.map((key) => ({ value: key, label: `${key} (not in results)` })),
+	];
+}

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/FormattingSection/__tests__/FormattingSection.test.tsx

@@ -152,7 +152,7 @@ describe('FormattingSection', () => {
 			<FormattingSection
 				value={{ columnUnits: { A: 'By' } }}
 				controls={{ columnUnits: true }}
-				tableColumns={[{ key: 'A', label: 'A' }]}
+				tableColumns={[{ key: 'A', label: 'A', name: 'A' }]}
 				metricUnit="s"
 				onChange={jest.fn()}
 			/>,
@@ -166,7 +166,7 @@ describe('FormattingSection', () => {
 			<FormattingSection
 				value={{ columnUnits: { A: 's' } }}
 				controls={{ columnUnits: true }}
-				tableColumns={[{ key: 'A', label: 'A' }]}
+				tableColumns={[{ key: 'A', label: 'A', name: 'A' }]}
 				metricUnit="s"
 				onChange={jest.fn()}
 			/>,

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ScatterAxesSection/ScatterAxesSection.module.scss

@@ -0,0 +1,10 @@
+.axes {
+	display: flex;
+	flex-direction: column;
+	gap: 24px;
+}
+
+.axis + .axis {
+	padding-top: 24px;
+	border-top: 1px solid var(--l1-border);
+}

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ScatterAxesSection/ScatterAxesSection.tsx

@@ -0,0 +1,42 @@
+import type {
+	SectionEditorProps,
+	SectionKind,
+} from 'pages/DashboardPage/DashboardContainer/Panels/types/sections';
+
+import ConfigField from '../../controls/ConfigField/ConfigField';
+import type { SectionEditorContext } from '../../sectionContext';
+import { createFieldResetter } from '../../utils/changes';
+import ScatterAxisFields from './ScatterAxisFields';
+
+import styles from './ScatterAxesSection.module.scss';
+
+type ScatterAxesSectionProps = SectionEditorProps<SectionKind.ScatterAxes> &
+	Pick<SectionEditorContext, 'axisColumnNames'>;
+
+function ScatterAxesSection({
+	value,
+	savedValue,
+	onChange,
+	axisColumnNames,
+}: ScatterAxesSectionProps): JSX.Element {
+	const reset = createFieldResetter(value, savedValue, onChange);
+
+	return (
+		<div className={styles.axes}>
+			{(['x', 'y'] as const).map((axis) => (
+				<div key={axis} className={styles.axis}>
+					<ConfigField label={`${axis.toUpperCase()} axis`} {...reset(axis)}>
+						<ScatterAxisFields
+							axis={axis}
+							value={value?.[axis]}
+							columnName={axisColumnNames?.[axis]}
+							onChange={(next): void => onChange({ ...value, [axis]: next })}
+						/>
+					</ConfigField>
+				</div>
+			))}
+		</div>
+	);
+}
+
+export default ScatterAxesSection;

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ScatterAxesSection/ScatterAxisFields.tsx

@@ -0,0 +1,64 @@
+import { Input } from '@signozhq/ui/input';
+import {
+	DashboardtypesAxisScaleDTO,
+	type DashboardtypesScatterPlotAxisDTO,
+} from 'api/generated/services/sigNoz.schemas';
+
+import ConfigInlineField from '../../controls/ConfigInlineField/ConfigInlineField';
+import AxisFields from '../AxesSection/AxisFields';
+import AxisRangeField from '../AxesSection/AxisRangeField';
+import AxisScaleField from '../AxesSection/AxisScaleField';
+import { LOG_RANGE_IGNORED_HELP, SCALE_HELP, SCALE_OPTIONS } from './options';
+import { hasBoundALogAxisDrops } from './utils';
+
+interface ScatterAxisFieldsProps {
+	axis: 'x' | 'y';
+	value: DashboardtypesScatterPlotAxisDTO | undefined;
+	onChange: (next: DashboardtypesScatterPlotAxisDTO) => void;
+	columnName?: string;
+}
+
+function ScatterAxisFields({
+	axis,
+	value,
+	onChange,
+	columnName,
+}: ScatterAxisFieldsProps): JSX.Element {
+	const scale = value?.scale ?? DashboardtypesAxisScaleDTO.auto;
+	const name = axis.toUpperCase();
+
+	return (
+		<AxisFields>
+			<ConfigInlineField label="Label">
+				<Input
+					testId={`panel-editor-v2-${axis}-label`}
+					aria-label={`${name}-axis label`}
+					placeholder={columnName ?? 'None'}
+					value={value?.label ?? ''}
+					onChange={(event): void =>
+						onChange({ ...value, label: event.target.value })
+					}
+				/>
+			</ConfigInlineField>
+			<AxisRangeField
+				testIdPrefix={`panel-editor-v2-${axis}`}
+				value={value}
+				onChange={(bounds): void => onChange({ ...value, ...bounds })}
+				help={
+					hasBoundALogAxisDrops(scale, value) ? LOG_RANGE_IGNORED_HELP : undefined
+				}
+				helpTestId={`panel-editor-v2-${axis}-range-help`}
+			/>
+			<AxisScaleField
+				testId={`panel-editor-v2-${axis}-scale`}
+				aria-label={`${name}-axis scale`}
+				value={scale}
+				items={SCALE_OPTIONS}
+				help={SCALE_HELP}
+				onChange={(next): void => onChange({ ...value, scale: next })}
+			/>
+		</AxisFields>
+	);
+}
+
+export default ScatterAxisFields;

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ScatterAxesSection/__tests__/ScatterAxesSection.test.tsx

@@ -0,0 +1,171 @@
+import { DashboardtypesAxisScaleDTO } from 'api/generated/services/sigNoz.schemas';
+import { render, screen, userEvent } from 'tests/test-utils';
+
+import ScatterAxesSection from '../ScatterAxesSection';
+
+describe('ScatterAxesSection', () => {
+	it('renders bounds and scale for both axes', () => {
+		render(<ScatterAxesSection value={undefined} onChange={jest.fn()} />);
+
+		['x', 'y'].forEach((axis) => {
+			expect(
+				screen.getByTestId(`panel-editor-v2-${axis}-soft-min`),
+			).toBeInTheDocument();
+			expect(
+				screen.getByTestId(`panel-editor-v2-${axis}-soft-max`),
+			).toBeInTheDocument();
+			expect(
+				screen.getByTestId(`panel-editor-v2-${axis}-scale`),
+			).toBeInTheDocument();
+		});
+	});
+
+	it('writes a soft bound to its own axis', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(
+			<ScatterAxesSection
+				value={{ x: { scale: DashboardtypesAxisScaleDTO.log } }}
+				onChange={onChange}
+			/>,
+		);
+
+		await user.type(screen.getByTestId('panel-editor-v2-y-soft-max'), '5');
+
+		expect(onChange).toHaveBeenCalledWith({
+			x: { scale: DashboardtypesAxisScaleDTO.log },
+			y: { softMax: 5 },
+		});
+	});
+
+	it('shows the plotted column as each label placeholder', () => {
+		render(
+			<ScatterAxesSection
+				value={undefined}
+				onChange={jest.fn()}
+				axisColumnNames={{ x: 'Request rate', y: 'p99 latency' }}
+			/>,
+		);
+
+		expect(screen.getByTestId('panel-editor-v2-x-label')).toHaveAttribute(
+			'placeholder',
+			'Request rate',
+		);
+		expect(screen.getByTestId('panel-editor-v2-y-label')).toHaveAttribute(
+			'placeholder',
+			'p99 latency',
+		);
+	});
+
+	it('resets one axis without touching the other', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(
+			<ScatterAxesSection
+				value={{
+					x: { scale: DashboardtypesAxisScaleDTO.log, label: 'Throughput' },
+					y: { scale: DashboardtypesAxisScaleDTO.symlog },
+				}}
+				savedValue={{}}
+				onChange={onChange}
+			/>,
+		);
+
+		const [resetX] = screen.getAllByTestId('config-field-reset');
+		await user.click(resetX);
+
+		expect(onChange).toHaveBeenCalledWith({
+			x: undefined,
+			y: { scale: DashboardtypesAxisScaleDTO.symlog },
+		});
+	});
+
+	it('says a log axis ignores a bound at or below zero', () => {
+		render(
+			<ScatterAxesSection
+				value={{
+					x: { scale: DashboardtypesAxisScaleDTO.log, softMin: -10 },
+					y: { scale: DashboardtypesAxisScaleDTO.symlog, softMin: -10 },
+				}}
+				onChange={jest.fn()}
+			/>,
+		);
+
+		expect(screen.getByTestId('panel-editor-v2-x-range-help')).toHaveTextContent(
+			"A log axis can't reach 0 or below",
+		);
+		expect(screen.getByTestId('panel-editor-v2-y-range-help')).toHaveTextContent(
+			'The axis always shows at least this range.',
+		);
+	});
+
+	it('flags a soft min above the soft max on that axis only', () => {
+		render(
+			<ScatterAxesSection
+				value={{ x: { softMin: 23, softMax: 12 }, y: { softMin: 1, softMax: 2 } }}
+				onChange={jest.fn()}
+			/>,
+		);
+
+		expect(screen.getByTestId('panel-editor-v2-x-range-help')).toHaveTextContent(
+			"Min can't be greater than Max.",
+		);
+		expect(screen.getByTestId('panel-editor-v2-y-range-help')).toHaveTextContent(
+			'The axis always shows at least this range.',
+		);
+	});
+
+	it('writes an axis label', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(<ScatterAxesSection value={undefined} onChange={onChange} />);
+
+		await user.type(screen.getByTestId('panel-editor-v2-y-label'), 'p');
+
+		expect(onChange).toHaveBeenCalledWith({ y: { label: 'p' } });
+	});
+
+	it('clears a soft bound to null when the field is emptied', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(
+			<ScatterAxesSection value={{ x: { softMin: 10 } }} onChange={onChange} />,
+		);
+
+		await user.clear(screen.getByTestId('panel-editor-v2-x-soft-min'));
+
+		expect(onChange).toHaveBeenCalledWith({ x: { softMin: null } });
+	});
+
+	it.each([
+		DashboardtypesAxisScaleDTO.linear,
+		DashboardtypesAxisScaleDTO.log,
+		DashboardtypesAxisScaleDTO.symlog,
+	])('sets the x scale to %s', async (scale) => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(<ScatterAxesSection value={undefined} onChange={onChange} />);
+
+		await user.click(screen.getByTestId(`panel-editor-v2-x-scale-${scale}`));
+
+		expect(onChange).toHaveBeenCalledWith({ x: { scale } });
+	});
+
+	it('marks a changed scale against the saved value and resets it', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(
+			<ScatterAxesSection
+				value={{ y: { scale: DashboardtypesAxisScaleDTO.log } }}
+				savedValue={{ y: { scale: DashboardtypesAxisScaleDTO.auto } }}
+				onChange={onChange}
+			/>,
+		);
+
+		await user.click(screen.getByRole('button', { name: /reset/i }));
+
+		expect(onChange).toHaveBeenCalledWith({
+			y: { scale: DashboardtypesAxisScaleDTO.auto },
+		});
+	});
+});

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ScatterAxesSection/options.ts

@@ -0,0 +1,24 @@
+import { DashboardtypesAxisScaleDTO } from 'api/generated/services/sigNoz.schemas';
+
+import {
+	pickScaleOptions,
+	SCALE_HELP as AXIS_SCALE_HELP,
+} from '../AxesSection/options';
+
+export const SCALE_OPTIONS = pickScaleOptions([
+	DashboardtypesAxisScaleDTO.auto,
+	DashboardtypesAxisScaleDTO.linear,
+	DashboardtypesAxisScaleDTO.log,
+	DashboardtypesAxisScaleDTO.symlog,
+]);
+
+export const LOG_RANGE_IGNORED_HELP =
+	"A log axis can't reach 0 or below, so that bound is ignored. Use Symlog to include it.";
+
+export const SCALE_HELP: Record<DashboardtypesAxisScaleDTO, string> = {
+	...AXIS_SCALE_HELP,
+	[DashboardtypesAxisScaleDTO.auto]:
+		'Logarithmic (Symlog with zero or negatives) when that spreads the points out more than linear does; otherwise linear.',
+	[DashboardtypesAxisScaleDTO.log]:
+		"Spreads out values that span orders of magnitude. Groups with a value of 0 or less can't be placed and are left out.",
+};

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ScatterAxesSection/utils.ts

@@ -0,0 +1,16 @@
+import {
+	DashboardtypesAxisScaleDTO,
+	type DashboardtypesScatterPlotAxisDTO,
+} from 'api/generated/services/sigNoz.schemas';
+
+export function hasBoundALogAxisDrops(
+	scale: DashboardtypesAxisScaleDTO,
+	axis: DashboardtypesScatterPlotAxisDTO | undefined,
+): boolean {
+	return (
+		scale === DashboardtypesAxisScaleDTO.log &&
+		[axis?.softMin, axis?.softMax].some(
+			(bound) => typeof bound === 'number' && bound <= 0,
+		)
+	);
+}

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ThresholdsSection/ThresholdsSection.tsx

@@ -4,9 +4,10 @@ import { Button } from '@signozhq/ui/button';
 import {
 	DashboardtypesComparisonOperatorDTO,
 	type DashboardtypesComparisonThresholdDTO,
+	type DashboardtypesScatterPlotThresholdDTO,
 	type DashboardtypesTableThresholdDTO,
+	DashboardtypesThresholdAxisDTO,
 	DashboardtypesThresholdFormatDTO,
-	type DashboardtypesThresholdWithLabelDTO,
 } from 'api/generated/services/sigNoz.schemas';
 import {
 	AnyThreshold,
@@ -44,6 +45,7 @@ const ADD_TESTID: Record<ThresholdVariant, string> = {
 function defaultThreshold(
 	variant: ThresholdVariant,
 	tableColumns: TableColumnOption[],
+	withAxis: boolean,
 ): AnyThreshold {
 	switch (variant) {
 		case 'comparison':
@@ -62,18 +64,23 @@ function defaultThreshold(
 				format: DashboardtypesThresholdFormatDTO.background,
 			};
 		default:
-			return { value: 0, color: DEFAULT_THRESHOLD_COLOR, label: '' };
+			return {
+				value: 0,
+				color: DEFAULT_THRESHOLD_COLOR,
+				label: '',
+				...(withAxis && { axis: DashboardtypesThresholdAxisDTO.y }),
+			};
 	}
 }
 
 type ThresholdsSectionProps = {
 	value: AnyThreshold[] | undefined;
 	/** `variant` picks the row editor + element shape; defaults to `label`. */
-	controls?: { variant?: ThresholdVariant };
+	controls?: { variant?: ThresholdVariant; axis?: boolean };
 	onChange: (next: AnyThreshold[]) => void;
 } & Pick<
 	SectionEditorContext,
-	'yAxisUnit' | 'tableColumns' | 'registerHeaderAction'
+	'yAxisUnit' | 'tableColumns' | 'axisColumnUnits' | 'registerHeaderAction'
 >;
 
 /**
@@ -88,9 +95,11 @@ function ThresholdsSection({
 	onChange,
 	yAxisUnit,
 	tableColumns = [],
+	axisColumnUnits,
 	registerHeaderAction,
 }: ThresholdsSectionProps): JSX.Element {
 	const variant = controls?.variant ?? ThresholdVariant.LABEL;
+	const withAxis = !!controls?.axis;
 	const thresholds = value ?? [];
 	// Which row is being edited, and whether it was just added (so Discard removes it).
 	const [editingIndex, setEditingIndex] = useState<number | null>(null);
@@ -107,10 +116,10 @@ function ThresholdsSection({
 
 	const addThreshold = useCallback((): void => {
 		const current = value ?? [];
-		onChange([...current, defaultThreshold(variant, tableColumns)]);
+		onChange([...current, defaultThreshold(variant, tableColumns, withAxis)]);
 		setEditingIndex(current.length);
 		setUnsavedIndex(current.length);
-	}, [value, onChange, variant, tableColumns]);
+	}, [value, onChange, variant, tableColumns, withAxis]);
 
 	useEffect(() => {
 		registerHeaderAction?.(addThreshold);
@@ -189,7 +198,9 @@ function ThresholdsSection({
 			<LabelThresholdRow
 				// eslint-disable-next-line react/no-array-index-key
 				key={index}
-				threshold={threshold as DashboardtypesThresholdWithLabelDTO}
+				threshold={threshold as DashboardtypesScatterPlotThresholdDTO}
+				showAxis={withAxis}
+				axisUnits={axisColumnUnits}
 				{...common}
 			/>
 		);

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ThresholdsSection/__tests__/ThresholdsSection.test.tsx

@@ -161,3 +161,52 @@ describe('ThresholdsSection', () => {
 		).not.toBeInTheDocument();
 	});
 });
+
+describe('ThresholdsSection with an axis picker', () => {
+	function AxisHarness({
+		onChange,
+	}: {
+		onChange: (next: AnyThreshold[]) => void;
+	}): JSX.Element {
+		const [value, setValue] = useState<AnyThreshold[]>([]);
+		return (
+			<ThresholdsSection
+				value={value}
+				controls={{ axis: true }}
+				axisColumnUnits={{ x: 'reqps', y: 'ms' }}
+				onChange={(next): void => {
+					setValue(next);
+					onChange(next);
+				}}
+			/>
+		);
+	}
+
+	it('adds a y threshold and saves the picked axis', async () => {
+		const user = userEvent.setup();
+		const onChange = jest.fn();
+		render(<AxisHarness onChange={onChange} />);
+
+		await user.click(screen.getByTestId('panel-editor-v2-add-threshold'));
+		expect(onChange).toHaveBeenLastCalledWith([
+			expect.objectContaining({ axis: 'y' }),
+		]);
+
+		await user.click(screen.getByTestId('threshold-axis-0-x'));
+		await user.click(screen.getByTestId('threshold-save-0'));
+
+		expect(onChange).toHaveBeenLastCalledWith([
+			expect.objectContaining({ axis: 'x' }),
+		]);
+		expect(screen.getByText('X axis')).toBeInTheDocument();
+	});
+
+	it('hides the axis picker without the control', async () => {
+		const user = userEvent.setup();
+		render(<Harness />);
+
+		await user.click(screen.getByTestId('panel-editor-v2-add-threshold'));
+
+		expect(screen.queryByTestId('threshold-axis-0')).not.toBeInTheDocument();
+	});
+});

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ThresholdsSection/rows/LabelThresholdRow.tsx

@@ -1,10 +1,14 @@
 import { useCallback } from 'react';
 import { Typography } from '@signozhq/ui/typography';
 import { Input } from 'antd';
-import type { DashboardtypesThresholdWithLabelDTO } from 'api/generated/services/sigNoz.schemas';
+import {
+	type DashboardtypesScatterPlotThresholdDTO,
+	DashboardtypesThresholdAxisDTO,
+} from 'api/generated/services/sigNoz.schemas';
 import { formatPanelValue } from 'pages/DashboardPage/DashboardContainer/Panels/utils/formatPanelValue';
 
 import ThresholdAmountField from './shared/ThresholdAmountField';
+import ThresholdAxisField from './shared/ThresholdAxisField';
 import ThresholdColorField from './shared/ThresholdColorField';
 import ThresholdMarker from './shared/ThresholdMarker';
 import ThresholdRowShell from './shared/ThresholdRowShell';
@@ -12,16 +16,22 @@ import { useThresholdDraft } from './shared/useThresholdDraft';
 
 import styles from '../ThresholdsSection.module.scss';
 
+/** `axis` is set only where the row picks one (Scatter Plot). */
+type LabelThreshold = DashboardtypesScatterPlotThresholdDTO;
+
 interface LabelThresholdRowProps {
 	index: number;
-	threshold: DashboardtypesThresholdWithLabelDTO;
+	threshold: LabelThreshold;
 	/** Panel formatting unit — scopes the unit picker to its category (V1 parity). */
 	yAxisUnit?: string;
+	/** Shows the axis picker; the unit picker then scopes to the picked axis's unit. */
+	showAxis?: boolean;
+	axisUnits?: { x?: string; y?: string };
 	isEditing: boolean;
 	isNew: boolean;
 	onEdit: () => void;
-	onSave: (next: DashboardtypesThresholdWithLabelDTO) => void;
-	onLiveChange: (next: DashboardtypesThresholdWithLabelDTO) => void;
+	onSave: (next: LabelThreshold) => void;
+	onLiveChange: (next: LabelThreshold) => void;
 	onDiscard: () => void;
 	onRemove: () => void;
 }
@@ -31,6 +41,8 @@ function LabelThresholdRow({
 	index,
 	threshold,
 	yAxisUnit,
+	showAxis,
+	axisUnits,
 	isEditing,
 	isNew,
 	onEdit,
@@ -50,6 +62,17 @@ function LabelThresholdRow({
 		onSave({ ...draft, label: draft.label ?? '' });
 	}, [onSave, draft]);
 
+	const draftAxis = draft.axis ?? DashboardtypesThresholdAxisDTO.y;
+	const scopeUnit = showAxis ? axisUnits?.[draftAxis] : yAxisUnit;
+	const subtitle = showAxis
+		? [
+				`${(threshold.axis ?? DashboardtypesThresholdAxisDTO.y).toUpperCase()} axis`,
+				threshold.label,
+			]
+				.filter(Boolean)
+				.join(' · ')
+		: threshold.label;
+
 	return (
 		<ThresholdRowShell
 			index={index}
@@ -58,12 +81,19 @@ function LabelThresholdRow({
 			isEditing={isEditing}
 			isNew={isNew}
 			title={`Line at ${formatPanelValue(threshold.value, threshold.unit)}`}
-			subtitle={threshold.label}
+			subtitle={subtitle}
 			onEdit={onEdit}
 			onSave={handleSave}
 			onDiscard={onDiscard}
 			onRemove={onRemove}
 		>
+			{showAxis && (
+				<ThresholdAxisField
+					testId={`threshold-axis-${index}`}
+					value={draftAxis}
+					onChange={(axis): void => setDraft((d) => ({ ...d, axis }))}
+				/>
+			)}
 			<ThresholdAmountField
 				label="Draw a line at"
 				testIdPrefix="threshold"
@@ -71,8 +101,8 @@ function LabelThresholdRow({
 				value={draft.value}
 				onValueChange={setValue}
 				unit={draft.unit}
-				scopeUnit={yAxisUnit}
-				scopeLabel="y-axis unit"
+				scopeUnit={scopeUnit}
+				scopeLabel={`${showAxis ? draftAxis : 'y'}-axis unit`}
 				onUnitChange={(unit): void => setDraft((d) => ({ ...d, unit }))}
 			/>
 			<ThresholdColorField

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/sections/ThresholdsSection/rows/shared/ThresholdAxisField.tsx

@@ -0,0 +1,41 @@
+import { Typography } from '@signozhq/ui/typography';
+import { DashboardtypesThresholdAxisDTO } from 'api/generated/services/sigNoz.schemas';
+
+import ConfigTiles, {
+	type ConfigTileItem,
+} from '../../../../controls/ConfigTiles/ConfigTiles';
+
+import styles from '../../ThresholdsSection.module.scss';
+
+const AXIS_TILES: ConfigTileItem<DashboardtypesThresholdAxisDTO>[] = [
+	{ value: DashboardtypesThresholdAxisDTO.x, label: 'X axis' },
+	{ value: DashboardtypesThresholdAxisDTO.y, label: 'Y axis' },
+];
+
+interface ThresholdAxisFieldProps {
+	testId: string;
+	value: DashboardtypesThresholdAxisDTO;
+	onChange: (axis: DashboardtypesThresholdAxisDTO) => void;
+}
+
+function ThresholdAxisField({
+	testId,
+	value,
+	onChange,
+}: ThresholdAxisFieldProps): JSX.Element {
+	return (
+		<div className={styles.field}>
+			<Typography.Text className={styles.fieldLabel}>Axis</Typography.Text>
+			<ConfigTiles
+				compact
+				testId={testId}
+				aria-label="Axis"
+				value={value}
+				items={AXIS_TILES}
+				onChange={onChange}
+			/>
+		</div>
+	);
+}
+
+export default ThresholdAxisField;

frontend/src/pages/DashboardPage/DashboardContainer/PanelEditor/ConfigPane/utils/__tests__/scatterAxisColumns.test.ts

@@ -0,0 +1,63 @@
+import type { DashboardtypesPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
+
+import {
+	getScatterAxisColumnNames,
+	getScatterAxisColumnUnits,
+} from '../scatterAxisColumns';
+
+const COLUMNS = [
+	{ key: 'A', label: 'A.Request rate', name: 'Request rate' },
+	{ key: 'B', label: 'B.p99 latency', name: 'p99 latency', unit: 'ms' },
+	{ key: 'C', label: 'C.Errors', name: 'Errors' },
+];
+
+const scatterSpec = (dimensions: {
+	x?: string;
+	y?: string;
+}): DashboardtypesPanelSpecDTO =>
+	({
+		plugin: { kind: 'signoz/ScatterPlotPanel', spec: { dimensions } },
+		queries: [],
+	}) as unknown as DashboardtypesPanelSpecDTO;
+
+describe('getScatterAxisColumnNames', () => {
+	it('names the first two value columns when nothing is bound', () => {
+		expect(getScatterAxisColumnNames(scatterSpec({}), COLUMNS)).toStrictEqual({
+			x: 'Request rate',
+			y: 'p99 latency',
+		});
+	});
+
+	it('follows the bound columns, with Y avoiding the column X took', () => {
+		expect(
+			getScatterAxisColumnNames(scatterSpec({ x: 'A', y: 'C' }), COLUMNS),
+		).toStrictEqual({ x: 'Request rate', y: 'Errors' });
+		expect(
+			getScatterAxisColumnNames(scatterSpec({ x: 'B' }), COLUMNS),
+		).toStrictEqual({ x: 'p99 latency', y: 'Request rate' });
+	});
+
+	it('is empty before results load and for other kinds', () => {
+		expect(getScatterAxisColumnNames(scatterSpec({}), [])).toStrictEqual({
+			x: undefined,
+			y: undefined,
+		});
+		expect(
+			getScatterAxisColumnNames(
+				{
+					plugin: { kind: 'signoz/TablePanel', spec: {} },
+					queries: [],
+				} as unknown as DashboardtypesPanelSpecDTO,
+				COLUMNS,
+			),
+		).toStrictEqual({});
+	});
+});
+
+describe('getScatterAxisColumnUnits', () => {
+	it('reads the unit of the column each axis plots', () => {
+		expect(
+			getScatterAxisColumnUnits(scatterSpec({ x: 'B', y: 'A' }), COLUMNS),
+		).toStrictEqual({ x: 'ms', y: undefined });
+	});
+});