feat(charts): size geo map bubbles by a second metric

Colour keeps one meaning: on regions the size bubbles are neutral, and a size legend at the
map's own scale names the second metric.

docs/api/openapi.yml

@@ -1,5 +1,219 @@
 components:
   schemas:
+    AiobservabilitytypesBlobPart:
+      properties:
+        content:
+          type: string
+        mime_type:
+          nullable: true
+          type: string
+        modality:
+          type: string
+        type:
+          type: string
+      required:
+      - type
+      - modality
+      - content
+      type: object
+    AiobservabilitytypesChatMessage:
+      properties:
+        name:
+          nullable: true
+          type: string
+        parts:
+          $ref: '#/components/schemas/AiobservabilitytypesParts'
+        role:
+          type: string
+      required:
+      - role
+      - parts
+      type: object
+    AiobservabilitytypesCompactionPart:
+      properties:
+        content:
+          nullable: true
+          type: string
+        id:
+          nullable: true
+          type: string
+        type:
+          type: string
+      required:
+      - type
+      type: object
+    AiobservabilitytypesFilePart:
+      properties:
+        file_id:
+          type: string
+        mime_type:
+          nullable: true
+          type: string
+        modality:
+          type: string
+        type:
+          type: string
+      required:
+      - type
+      - modality
+      - file_id
+      type: object
+    AiobservabilitytypesGenericPart:
+      additionalProperties: {}
+      type: object
+    AiobservabilitytypesGenericServerToolCall:
+      additionalProperties: {}
+      type: object
+    AiobservabilitytypesGenericServerToolCallResponse:
+      additionalProperties: {}
+      type: object
+    AiobservabilitytypesInputMessages:
+      items:
+        $ref: '#/components/schemas/AiobservabilitytypesChatMessage'
+      type: array
+    AiobservabilitytypesOutputMessage:
+      properties:
+        finish_reason:
+          nullable: true
+          type: string
+        name:
+          nullable: true
+          type: string
+        parts:
+          $ref: '#/components/schemas/AiobservabilitytypesParts'
+        role:
+          type: string
+      required:
+      - role
+      - parts
+      type: object
+    AiobservabilitytypesOutputMessages:
+      items:
+        $ref: '#/components/schemas/AiobservabilitytypesOutputMessage'
+      type: array
+    AiobservabilitytypesPart:
+      discriminator:
+        mapping:
+          blob: '#/components/schemas/AiobservabilitytypesBlobPart'
+          compaction: '#/components/schemas/AiobservabilitytypesCompactionPart'
+          file: '#/components/schemas/AiobservabilitytypesFilePart'
+          reasoning: '#/components/schemas/AiobservabilitytypesReasoningPart'
+          server_tool_call: '#/components/schemas/AiobservabilitytypesServerToolCallPart'
+          server_tool_call_response: '#/components/schemas/AiobservabilitytypesServerToolCallResponsePart'
+          text: '#/components/schemas/AiobservabilitytypesTextPart'
+          tool_call: '#/components/schemas/AiobservabilitytypesToolCallRequestPart'
+          tool_call_response: '#/components/schemas/AiobservabilitytypesToolCallResponsePart'
+          uri: '#/components/schemas/AiobservabilitytypesUriPart'
+        propertyName: type
+      oneOf:
+      - $ref: '#/components/schemas/AiobservabilitytypesTextPart'
+      - $ref: '#/components/schemas/AiobservabilitytypesToolCallRequestPart'
+      - $ref: '#/components/schemas/AiobservabilitytypesToolCallResponsePart'
+      - $ref: '#/components/schemas/AiobservabilitytypesServerToolCallPart'
+      - $ref: '#/components/schemas/AiobservabilitytypesServerToolCallResponsePart'
+      - $ref: '#/components/schemas/AiobservabilitytypesBlobPart'
+      - $ref: '#/components/schemas/AiobservabilitytypesFilePart'
+      - $ref: '#/components/schemas/AiobservabilitytypesUriPart'
+      - $ref: '#/components/schemas/AiobservabilitytypesReasoningPart'
+      - $ref: '#/components/schemas/AiobservabilitytypesCompactionPart'
+      - $ref: '#/components/schemas/AiobservabilitytypesGenericPart'
+      type: object
+    AiobservabilitytypesParts:
+      items:
+        $ref: '#/components/schemas/AiobservabilitytypesPart'
+      type: array
+    AiobservabilitytypesReasoningPart:
+      properties:
+        content:
+          type: string
+        type:
+          type: string
+      required:
+      - type
+      - content
+      type: object
+    AiobservabilitytypesServerToolCallPart:
+      properties:
+        id:
+          nullable: true
+          type: string
+        name:
+          type: string
+        server_tool_call:
+          $ref: '#/components/schemas/AiobservabilitytypesGenericServerToolCall'
+        type:
+          type: string
+      required:
+      - type
+      - name
+      - server_tool_call
+      type: object
+    AiobservabilitytypesServerToolCallResponsePart:
+      properties:
+        id:
+          nullable: true
+          type: string
+        server_tool_call_response:
+          $ref: '#/components/schemas/AiobservabilitytypesGenericServerToolCallResponse'
+        type:
+          type: string
+      required:
+      - type
+      - server_tool_call_response
+      type: object
+    AiobservabilitytypesTextPart:
+      properties:
+        content:
+          type: string
+        type:
+          type: string
+      required:
+      - type
+      - content
+      type: object
+    AiobservabilitytypesToolCallRequestPart:
+      properties:
+        arguments: {}
+        id:
+          nullable: true
+          type: string
+        name:
+          type: string
+        type:
+          type: string
+      required:
+      - type
+      - name
+      type: object
+    AiobservabilitytypesToolCallResponsePart:
+      properties:
+        id:
+          nullable: true
+          type: string
+        response:
+          nullable: true
+        type:
+          type: string
+      required:
+      - type
+      - response
+      type: object
+    AiobservabilitytypesUriPart:
+      properties:
+        mime_type:
+          nullable: true
+          type: string
+        modality:
+          type: string
+        type:
+          type: string
+        uri:
+          type: string
+      required:
+      - type
+      - modality
+      - uri
+      type: object
     AlertmanagertypesChannel:
       properties:
         createdAt:
@@ -3367,6 +3581,69 @@ components:
         repeatVariable:
           type: string
       type: object
+    DashboardtypesAIBuilderQuerySpec:
+      properties:
+        aggregations:
+          items:
+            $ref: '#/components/schemas/Querybuildertypesv5TraceAggregation'
+          nullable: true
+          type: array
+        bucketOptions:
+          $ref: '#/components/schemas/Querybuildertypesv5BucketOptions'
+        cursor:
+          type: string
+        disabled:
+          type: boolean
+        filter:
+          $ref: '#/components/schemas/Querybuildertypesv5Filter'
+        functions:
+          items:
+            $ref: '#/components/schemas/Querybuildertypesv5Function'
+          nullable: true
+          type: array
+        groupBy:
+          items:
+            $ref: '#/components/schemas/Querybuildertypesv5GroupByKey'
+          nullable: true
+          type: array
+        having:
+          $ref: '#/components/schemas/Querybuildertypesv5Having'
+        legend:
+          type: string
+        limit:
+          type: integer
+        limitBy:
+          $ref: '#/components/schemas/Querybuildertypesv5LimitBy'
+        name:
+          type: string
+        offset:
+          type: integer
+        order:
+          items:
+            $ref: '#/components/schemas/Querybuildertypesv5OrderBy'
+          nullable: true
+          type: array
+        secondaryAggregations:
+          items:
+            $ref: '#/components/schemas/Querybuildertypesv5SecondaryAggregation'
+          nullable: true
+          type: array
+        selectFields:
+          items:
+            $ref: '#/components/schemas/TelemetrytypesTelemetryFieldKey'
+          nullable: true
+          type: array
+        signal:
+          enum:
+          - traces
+          type: string
+        source:
+          $ref: '#/components/schemas/TelemetrytypesSource'
+        stepInterval:
+          $ref: '#/components/schemas/Querybuildertypesv5Step'
+      required:
+      - signal
+      type: object
     DashboardtypesAreaChartAppearance:
       properties:
         fillMode:
@@ -4420,6 +4697,7 @@ components:
     DashboardtypesQueryPlugin:
       discriminator:
         mapping:
+          signoz/AIBuilderQuery: '#/components/schemas/DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAIBuilderQuerySpec'
           signoz/BuilderQuery: '#/components/schemas/DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesBuilderQuerySpec'
           signoz/ClickHouseSQL: '#/components/schemas/DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5ClickHouseQuery'
           signoz/CompositeQuery: '#/components/schemas/DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5CompositeQuery'
@@ -4429,6 +4707,7 @@ components:
         propertyName: kind
       oneOf:
       - $ref: '#/components/schemas/DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesBuilderQuerySpec'
+      - $ref: '#/components/schemas/DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAIBuilderQuerySpec'
       - $ref: '#/components/schemas/DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5CompositeQuery'
       - $ref: '#/components/schemas/DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5QueryBuilderFormula'
       - $ref: '#/components/schemas/DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5PromQuery'
@@ -4438,12 +4717,25 @@ components:
     DashboardtypesQueryPluginKind:
       enum:
       - signoz/BuilderQuery
+      - signoz/AIBuilderQuery
       - signoz/CompositeQuery
       - signoz/Formula
       - signoz/PromQLQuery
       - signoz/ClickHouseSQL
       - signoz/TraceOperator
       type: string
+    DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAIBuilderQuerySpec:
+      properties:
+        kind:
+          enum:
+          - signoz/AIBuilderQuery
+          type: string
+        spec:
+          $ref: '#/components/schemas/DashboardtypesAIBuilderQuerySpec'
+      required:
+      - kind
+      - spec
+      type: object
     DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesBuilderQuerySpec:
       properties:
         kind:
@@ -10225,6 +10517,16 @@ components:
           items:
             $ref: '#/components/schemas/SpantypesEvent'
           type: array
+        formatted_input:
+          $ref: '#/components/schemas/AiobservabilitytypesInputMessages'
+        formatted_output:
+          $ref: '#/components/schemas/AiobservabilitytypesOutputMessages'
+        formatter:
+          type: string
+        formatter_warnings:
+          items:
+            type: string
+          type: array
         has_error:
           type: boolean
         kind_string:
@@ -10267,6 +10569,10 @@ components:
       - attributes
       - events
       - references
+      - formatted_input
+      - formatted_output
+      - formatter
+      - formatter_warnings
       type: object
     SpantypesTraceAISummary:
       properties:
@@ -16134,9 +16440,12 @@ paths:
   /api/v1/traces/{traceID}/thread:
     get:
       deprecated: false
-      description: Returns the spans carrying gen_ai input or output messages in timestamp
-        order. Pass nextCursor as after or prevCursor as before to page, or spanId
-        to open the page around a span.
+      description: Returns the spans carrying gen_ai input or output messages, or
+        a tool execution, in timestamp order. Messages already in the OTel GenAI shape
+        are decoded into formatted_input and formatted_output, with formatter naming
+        the converter and formatter_warnings what it could not resolve. Pass nextCursor
+        as after or prevCursor as before to page, or spanId to open the page around
+        a span.
       operationId: GetTraceThread
       parameters:
       - description: Page size, at most 100. 0 means 20.

frontend/jest.config.ts

@@ -56,10 +56,10 @@ const config: Config.InitialOptions = {
 	transformIgnorePatterns: [
 		// @chenglou/pretext is ESM-only; @signozhq/ui pulls it in via text-ellipsis.
 		// Pattern 1: allow .pnpm virtual store through (handled by pattern 2), plus root-level ESM packages.
-		'node_modules/(?!(\\.pnpm|react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou/pretext|@signozhq/design-tokens|@signozhq|date-fns|d3-interpolate|d3-color|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|remark-gfm|mdast-util-gfm|mdast-util-gfm-autolink-literal|mdast-util-gfm-footnote|mdast-util-gfm-strikethrough|mdast-util-gfm-table|mdast-util-gfm-task-list-item|mdast-util-find-and-replace|mdast-util-phrasing|mdast-util-to-markdown|markdown-table|longest-streak|ccount|escape-string-regexp|mdast-util-from-markdown|mdast-util-to-string|micromark|micromark-core-commonmark|micromark-extension-gfm|micromark-extension-gfm-autolink-literal|micromark-extension-gfm-footnote|micromark-extension-gfm-strikethrough|micromark-extension-gfm-table|micromark-extension-gfm-tagfilter|micromark-extension-gfm-task-list-item|micromark-factory-destination|micromark-factory-label|micromark-factory-space|micromark-factory-title|micromark-factory-whitespace|micromark-util-character|micromark-util-chunked|micromark-util-classify-character|micromark-util-combine-extensions|micromark-util-decode-numeric-character-reference|micromark-util-decode-string|micromark-util-encode|micromark-util-html-tag-name|micromark-util-normalize-identifier|micromark-util-resolve-all|micromark-util-sanitize-uri|micromark-util-subtokenize|micromark-util-symbol|micromark-util-types|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)/)',
+		'node_modules/(?!(\\.pnpm|react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou/pretext|@signozhq/design-tokens|@signozhq|date-fns|d3-interpolate|d3-color|ol|rbush|quickselect|earcut|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|remark-gfm|mdast-util-gfm|mdast-util-gfm-autolink-literal|mdast-util-gfm-footnote|mdast-util-gfm-strikethrough|mdast-util-gfm-table|mdast-util-gfm-task-list-item|mdast-util-find-and-replace|mdast-util-phrasing|mdast-util-to-markdown|markdown-table|longest-streak|ccount|escape-string-regexp|mdast-util-from-markdown|mdast-util-to-string|micromark|micromark-core-commonmark|micromark-extension-gfm|micromark-extension-gfm-autolink-literal|micromark-extension-gfm-footnote|micromark-extension-gfm-strikethrough|micromark-extension-gfm-table|micromark-extension-gfm-tagfilter|micromark-extension-gfm-task-list-item|micromark-factory-destination|micromark-factory-label|micromark-factory-space|micromark-factory-title|micromark-factory-whitespace|micromark-util-character|micromark-util-chunked|micromark-util-classify-character|micromark-util-combine-extensions|micromark-util-decode-numeric-character-reference|micromark-util-decode-string|micromark-util-encode|micromark-util-html-tag-name|micromark-util-normalize-identifier|micromark-util-resolve-all|micromark-util-sanitize-uri|micromark-util-subtokenize|micromark-util-symbol|micromark-util-types|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)/)',
 		// Pattern 2: pnpm virtual store — ignore everything except ESM-only packages.
 		// pnpm encodes scoped packages as @scope+name@version, so match on scope prefix.
-		'node_modules/\\.pnpm/(?!(react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou|@signozhq|date-fns|d3-interpolate|d3-color|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|remark-gfm|mdast-util-gfm|mdast-util-gfm-autolink-literal|mdast-util-gfm-footnote|mdast-util-gfm-strikethrough|mdast-util-gfm-table|mdast-util-gfm-task-list-item|mdast-util-find-and-replace|mdast-util-phrasing|mdast-util-to-markdown|markdown-table|longest-streak|ccount|escape-string-regexp|mdast-util-from-markdown|mdast-util-to-string|micromark|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)[^/]*/node_modules)',
+		'node_modules/\\.pnpm/(?!(react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou|@signozhq|date-fns|d3-interpolate|d3-color|ol|rbush|quickselect|earcut|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|remark-gfm|mdast-util-gfm|mdast-util-gfm-autolink-literal|mdast-util-gfm-footnote|mdast-util-gfm-strikethrough|mdast-util-gfm-table|mdast-util-gfm-task-list-item|mdast-util-find-and-replace|mdast-util-phrasing|mdast-util-to-markdown|markdown-table|longest-streak|ccount|escape-string-regexp|mdast-util-from-markdown|mdast-util-to-string|micromark|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)[^/]*/node_modules)',
 	],
 	setupFilesAfterEnv: ['<rootDir>/jest.setup.ts'],
 	testPathIgnorePatterns: ['/node_modules/', '/public/'],

frontend/package.json

@@ -30,7 +30,8 @@
     "test": "jest",
     "test:changedsince": "jest --changedSince=main --coverage --silent",
     "generate:api": "orval --config ./orval.config.ts && sh scripts/post-types-generation.sh",
-    "generate:config:web-settings": "json2ts ./src/schemas/generated/webSettings.schema.json -o src/types/generated/webSettings.ts --style.useTabs --style.tabWidth=1 --style.singleQuote --bannerComment '/* AUTO GENERATED FILE - DO NOT EDIT - GENERATED FROM frontend/src/schemas/generated/webSettings.schema.json */'"
+    "generate:config:web-settings": "json2ts ./src/schemas/generated/webSettings.schema.json -o src/types/generated/webSettings.ts --style.useTabs --style.tabWidth=1 --style.singleQuote --bannerComment '/* AUTO GENERATED FILE - DO NOT EDIT - GENERATED FROM frontend/src/schemas/generated/webSettings.schema.json */'",
+    "build:geo-outlines": "node scripts/geo-outlines/build.mjs"
   },
   "engines": {
     "node": ">=22.0.0",
@@ -95,6 +96,7 @@
     "monaco-editor": "0.55.1",
     "motion": "12.4.13",
     "nuqs": "2.8.8",
+    "ol": "10.11.0",
     "overlayscrollbars": "^2.16.0",
     "overlayscrollbars-react": "^0.5.6",
     "papaparse": "5.4.1",
@@ -131,6 +133,7 @@
     "rrule": "2.8.1",
     "styled-components": "^5.3.11",
     "timestamp-nano": "^1.0.0",
+    "topojson-client": "3.1.0",
     "translation-resilience": "^0.2.0",
     "typescript": "5.9.3",
     "uplot": "1.6.31",
@@ -174,6 +177,7 @@
     "@types/crypto-js": "4.2.2",
     "@types/d3-hierarchy": "1.1.11",
     "@types/event-source-polyfill": "^1.0.0",
+    "@types/geojson": "7946.0.16",
     "@types/history": "4.7.11",
     "@types/jest": "30.0.0",
     "@types/lodash-es": "^4.17.4",
@@ -191,8 +195,11 @@
     "@types/redux-mock-store": "1.0.4",
     "@types/styled-components": "^5.1.4",
     "@types/testing-library__jest-dom": "^5.14.5",
+    "@types/topojson-client": "3.1.5",
+    "@types/topojson-specification": "1.0.5",
     "@types/uuid": "^8.3.1",
     "@typescript/native-preview": "7.0.0-dev.20260430.1",
+    "d3-geo": "3.1.1",
     "eslint-plugin-sonarjs": "4.0.2",
     "glob": "^13.0.6",
     "husky": "^7.0.4",
@@ -215,6 +222,8 @@
     "storybook": "10.5.9",
     "stylelint": "17.15.0",
     "svgo": "4.1.0",
+    "topojson-server": "3.0.1",
+    "topojson-simplify": "3.0.3",
     "ts-jest": "29.4.9",
     "typescript-plugin-css-modules": "5.2.0",
     "use-sync-external-store": "1.6.0",

frontend/pnpm-lock.yaml

@@ -200,6 +200,9 @@ importers:
       nuqs:
         specifier: 2.8.8
         version: 2.8.8(react-router-dom@5.3.4(react@18.2.0))(react-router@6.30.6(react@18.2.0))(react@18.2.0)
+      ol:
+        specifier: 10.11.0
+        version: 10.11.0
       overlayscrollbars:
         specifier: ^2.16.0
         version: 2.16.0
@@ -308,6 +311,9 @@ importers:
       timestamp-nano:
         specifier: ^1.0.0
         version: 1.0.1
+      topojson-client:
+        specifier: 3.1.0
+        version: 3.1.0
       translation-resilience:
         specifier: ^0.2.0
         version: 0.2.0
@@ -396,6 +402,9 @@ importers:
       '@types/event-source-polyfill':
         specifier: ^1.0.0
         version: 1.0.1
+      '@types/geojson':
+        specifier: 7946.0.16
+        version: 7946.0.16
       '@types/history':
         specifier: 4.7.11
         version: 4.7.11
@@ -447,12 +456,21 @@ importers:
       '@types/testing-library__jest-dom':
         specifier: ^5.14.5
         version: 5.14.5
+      '@types/topojson-client':
+        specifier: 3.1.5
+        version: 3.1.5
+      '@types/topojson-specification':
+        specifier: 1.0.5
+        version: 1.0.5
       '@types/uuid':
         specifier: ^8.3.1
         version: 8.3.4
       '@typescript/native-preview':
         specifier: 7.0.0-dev.20260430.1
         version: 7.0.0-dev.20260430.1
+      d3-geo:
+        specifier: 3.1.1
+        version: 3.1.1
       eslint-plugin-sonarjs:
         specifier: 4.0.2
         version: 4.0.2(eslint@10.2.1(jiti@2.6.1))
@@ -519,6 +537,12 @@ importers:
       svgo:
         specifier: 4.1.0
         version: 4.1.0
+      topojson-server:
+        specifier: 3.0.1
+        version: 3.0.1
+      topojson-simplify:
+        specifier: 3.0.3
+        version: 3.0.3
       ts-jest:
         specifier: 29.4.9
         version: 29.4.9(@babel/core@7.29.7)(@jest/transform@30.4.1)(@jest/types@30.2.0)(babel-jest@29.6.4(@babel/core@7.29.7))(esbuild@0.28.1)(jest-util@30.4.1)(jest@30.2.0(@types/node@16.18.25)(babel-plugin-macros@3.1.0)(ts-node@10.9.1(@swc/core@1.16.2)(@types/node@16.18.25)(typescript@5.9.3)))(typescript@5.9.3)
@@ -2890,6 +2914,9 @@ packages:
   '@petamoriken/float16@3.8.0':
     resolution: {integrity: sha512-AhVAm6SQ+zgxIiOzwVdUcDmKlu/qU39FiYD2UD6kQQaVenrn0dGZewIghWAENGQsvC+1avLCuT+T2/3Gsp/W3w==}
 
+  '@petamoriken/float16@3.9.3':
+    resolution: {integrity: sha512-8awtpHXCx/bNpFt4mt2xdkgtgVvKqty8VbjHI/WWWQuEw+KLzFot3f4+LkQY9YmOtq7A5GdOnqoIC8Pdygjk2g==}
+
   '@pkgjs/parseargs@0.11.0':
     resolution: {integrity: sha512-+1VkjdD0QBLPodGrJUeqarH8VAIvQODIbwh9XpP5Syisf7YoQgsJKPNFoqqLQlu+VQ/tVSshMR6loPMn8U+dPg==}
     engines: {node: '>=14'}
@@ -4150,8 +4177,8 @@ packages:
   '@types/file-saver@2.0.5':
     resolution: {integrity: sha512-zv9kNf3keYegP5oThGLaPk8E081DFDuwfqjtiTzm6PoxChdJ1raSuADf2YGCVIyrSynLrgc8JWv296s7Q7pQSQ==}
 
-  '@types/geojson@7946.0.14':
-    resolution: {integrity: sha512-WCfD5Ht3ZesJUsONdhvm84dmzWOiOzOAqOncN0++w0lBw1o8OuDNJF2McvvCef/yBqb/HYRahp1BYtODFQ8bRg==}
+  '@types/geojson@7946.0.16':
+    resolution: {integrity: sha512-6C8nqWur3j98U6+lXDfTUWIfgvZU+EumvpHKcYjujKH7woYyLj2sUmff0tRhrqM7BohUw7Pz3ZB1jj2gW9Fvmg==}
 
   '@types/graceful-fs@4.1.6':
     resolution: {integrity: sha512-Sig0SNORX9fdW+bQuTEovKj3uHcUL6LQKbCrrqb1X7J6/ReAbhCXRAhc+SMejhLELFj2QcyuxmUooZ4bt5ReSw==}
@@ -4234,6 +4261,9 @@ packages:
   '@types/prop-types@15.7.5':
     resolution: {integrity: sha512-JCB8C6SnDoQf0cNycqd/35A7MjcnK+ZTqE7judS6o7utxUCg6imJg3QK2qzHKszlTjcj2cn+NwMB2i96ubpj7w==}
 
+  '@types/rbush@4.0.0':
+    resolution: {integrity: sha512-+N+2H39P8X+Hy1I5mC6awlTX54k3FhiUmvt7HWzGJZvF+syUAAxP/stwppS8JE84YHqFgRMv6fCy31202CMFxQ==}
+
   '@types/react-addons-update@0.14.21':
     resolution: {integrity: sha512-HOxr0Hd8C1L4uw8DHyv2etqMVIj78oLEpe567/HgjoE+1Lc+PUsTGXTrkr1BDvFqsu5r49mSlgI5evwrk9eutA==}
 
@@ -4288,6 +4318,12 @@ packages:
   '@types/testing-library__jest-dom@5.14.5':
     resolution: {integrity: sha512-SBwbxYoyPIvxHbeHxTZX2Pe/74F/tX2/D3mMvzabdeJ25bBojfW0TyB8BHrbq/9zaaKICJZjLP+8r6AeZMFCuQ==}
 
+  '@types/topojson-client@3.1.5':
+    resolution: {integrity: sha512-C79rySTyPxnQNNguTZNI1Ct4D7IXgvyAs3p9HPecnl6mNrJ5+UhvGNYcZfpROYV2lMHI48kJPxwR+F9C6c7nmw==}
+
+  '@types/topojson-specification@1.0.5':
+    resolution: {integrity: sha512-C7KvcQh+C2nr6Y2Ub4YfgvWvWCgP2nOQMtfhlnwsRL4pYmmwzBS7HclGiS87eQfDOU/DLQpX6GEscviaz4yLIQ==}
+
   '@types/tough-cookie@4.0.5':
     resolution: {integrity: sha512-/Ad8+nIOV7Rl++6f1BdKxFSMgmoqEoYbHRpPcx3JEfv8VRsQe9Z4mCXeJBzxs7mbHY/XOZZuXlRNfhpVPbs6ZA==}
 
@@ -4576,6 +4612,9 @@ packages:
   '@xobotyi/scrollbar-width@1.9.5':
     resolution: {integrity: sha512-N8tkAACJx2ww8vFMneJmaAgmjAG1tnVBZJRLRcx061tmsLRZHSEZSLuGWnwPtunsSLvSqXQ2wfp7Mgqg1I+2dQ==}
 
+  '@zarrita/storage@0.2.0':
+    resolution: {integrity: sha512-855ZXqtnds7spnT8vNvD+MXa3QExP1m2GqShe8yt7uZXHnQLgJHgkpVwFjE1B0KDDRO0ki09hmk6OboTaIfPsQ==}
+
   '@zxing/text-encoding@0.9.0':
     resolution: {integrity: sha512-U/4aVJ2mxI0aDNI8Uq0wEhMgY+u4CNtEb0om3+y3+niDAsoTCOB33UF0sxpzqzdqXLqmvc+vZyAt4O8pPdfkwA==}
 
@@ -5409,6 +5448,10 @@ packages:
     resolution: {integrity: sha512-JEo5HxXDdDYXCaWdwLRt79y7giK8SbhZJbFWXqbRTolCHFI5jRqteLzCsq51NKbUoX0PjBVSohxrx+NoOUujYA==}
     engines: {node: '>=12'}
 
+  d3-geo@3.1.1:
+    resolution: {integrity: sha512-637ln3gXKXOwhalDzinUgY83KzNWZRKbYubaG+fGVuc/dxO64RRljtCTnf5ecMyE1RIdtqpkVcq0IbtU2S8j2Q==}
+    engines: {node: '>=12'}
+
   d3-hierarchy@1.1.9:
     resolution: {integrity: sha512-j8tPxlqh1srJHAtxfvOUwKNYJkQuBFdM1+JAUfq6xqH5eAqf93L7oG1NVqDa4CpFZNvnNKtCYEUC8KY9yEn9lQ==}
 
@@ -5701,6 +5744,9 @@ packages:
   earcut@2.2.4:
     resolution: {integrity: sha512-/pjZsA1b4RPHbeWZQn66SWS8nZZWLQQ23oE3Eam7aroEFGEvwKAsJfZ9ytiEMycfzXWpca4FA9QIOehf7PocBQ==}
 
+  earcut@3.2.4:
+    resolution: {integrity: sha512-FHc6yNpnTORB0tM5kmZ03iD2mDuNakDE2lvf4Hw1XkfxtEHIGVi01B/GqUSwx+NcC1WGjidAfpTXzeALtPtfpg==}
+
   eastasianwidth@0.2.0:
     resolution: {integrity: sha512-I88TYZWc9XiYHRQ4/3c5rjjfgkjhLyW2luGIheGERbNQ6OY7yTybanSpDXZa8y7VUP9YmDcYa+eyq4ca7iLqWA==}
 
@@ -5973,6 +6019,9 @@ packages:
   fflate@0.4.9:
     resolution: {integrity: sha512-zdxgIEddhfsyCaWpJ2SdXEP8ZMrKJ6+5jl4OupODcywU0IhRk6gdXuVGcPICyfx2H97hVK7xmJtRLPjkxAX8Vw==}
 
+  fflate@0.8.3:
+    resolution: {integrity: sha512-tbZNuJrLwGUp3zshBtdy4W+ORxZuIh8a5ilyIEQDC5rY1f3U20JMry0Ll3WBzU58EZKsEuJFXhb5gwv8CsPvgA==}
+
   figures@3.2.0:
     resolution: {integrity: sha512-yaduQFRKLXYOGgEn6AZau90j3ggSOyiqXU0F9JZfeXYhNa+Jk4X+s45A2zg5jns87GAFa34BBm2kXw4XpNcbdg==}
     engines: {node: '>=8'}
@@ -6153,6 +6202,10 @@ packages:
     resolution: {integrity: sha512-PT6uoF5a1+kbC3tHmZSUsLHBp2QJlHasxxxxPW47QIY1VBKpFB+FcDvX+MxER6UzgLQZ0xDzJ9s48B9JbOCTqA==}
     engines: {node: '>=10.19'}
 
+  geotiff@3.1.0-beta.0:
+    resolution: {integrity: sha512-wbVwOaQYuN+ywly5NoMXn37nHslwkQg5EFHqMeUTtjDACrSag0EEVlFsc+2DK3Pzmmp6XzJW2RTZOamPsBM6ng==}
+    engines: {node: '>=10.19'}
+
   get-caller-file@2.0.5:
     resolution: {integrity: sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==}
     engines: {node: 6.* || 8.* || >= 10.*}
@@ -7756,6 +7809,9 @@ packages:
   nth-check@2.1.1:
     resolution: {integrity: sha512-lqjrjmaOoAnWfMmBPL+XNnynZh2+swxiX3WUE0s4yEHI6m+AwrK2UZOimIRl3X/4QctVqS8AiZjFqyOGrMXb/w==}
 
+  numcodecs@0.3.2:
+    resolution: {integrity: sha512-6YSPnmZgg0P87jnNhi3s+FVLOcIn3y+1CTIgUulA3IdASzK9fJM87sUFkpyA+be9GibGRaST2wCgkD+6U+fWKw==}
+
   nuqs@2.8.8:
     resolution: {integrity: sha512-LF5sw9nWpHyPWzMMu9oho3r9C5DvkpmBIg4LQN78sexIzGaeRx8DWr0uy3YiFx5i2QGZN1Qqcb+OAtEVRa2bnA==}
     peerDependencies:
@@ -7832,6 +7888,9 @@ packages:
   ol-mapbox-style@10.7.0:
     resolution: {integrity: sha512-S/UdYBuOjrotcR95Iq9AejGYbifKeZE85D9VtH11ryJLQPTZXZSW1J5bIXcr4AlAH6tyjPPHTK34AdkwB32Myw==}
 
+  ol@10.11.0:
+    resolution: {integrity: sha512-OJ+lrx7kx/1O7Xx18Ff9QkVnwZIEL0OuhJQSy2sYgzzDvyZ2qHvuZEGAajbSstUyBwaS1OtQ4RWnY84tRMDdqg==}
+
   ol@7.4.0:
     resolution: {integrity: sha512-bgBbiah694HhC0jt8ptEFNRXwgO8d6xWH3G97PCg4bmn9Li5nLLbi59oSrvqUI6VPVwonPQF1YcqJymxxyMC6A==}
 
@@ -8062,6 +8121,10 @@ packages:
     resolution: {integrity: sha512-ClrV7pNOn7rtmoQVF4TS1vyU0WhYRnP92fzbfF75jAIwpnzdJXf8iTd4CMEqO4yUenH6NDqLiwjqlh6QgZzgLQ==}
     hasBin: true
 
+  pbf@5.1.2:
+    resolution: {integrity: sha512-mnvGdvOrIvJOBGUEdGkrVXjN8E/VkIJCkf2eS1DH2yv82ORUlLttmDt0rWY38yYZmVwciZwBUvHM20qxBZf40w==}
+    hasBin: true
+
   picocolors@1.1.1:
     resolution: {integrity: sha512-xceH2snhtb5M9liqDsmEw56le376mTZkEX/jEb/RxNFyegNul7eNslCXP9FDj/Lcu0X8KEyMceP2ntpaHrDEVA==}
 
@@ -8267,12 +8330,18 @@ packages:
   quickselect@2.0.0:
     resolution: {integrity: sha512-RKJ22hX8mHe3Y6wH/N3wCM6BWtjaxIyyUIkpHOvfFnxdI4yD4tBXEBKSbriGujF6jnSVkJrffuo6vxACiSSxIw==}
 
+  quickselect@3.0.0:
+    resolution: {integrity: sha512-XdjUArbK4Bm5fLLvlm5KpTFOiOThgfWWI4axAZDWg4E/0mKdZyI9tNEfds27qCi1ze/vwTR16kvmmGhRra3c2g==}
+
   raf-schd@4.0.3:
     resolution: {integrity: sha512-tQkJl2GRWh83ui2DiPTJz9wEiMN20syf+5oKfB03yYP7ioZcJwsIK8FjrtLwH1m7C7e+Tt2yYBlrOpdT+dyeIQ==}
 
   rbush@3.0.1:
     resolution: {integrity: sha512-XRaVO0YecOpEuIvbhbpTrZgoiI6xBlz6hnlr6EHhd+0x9ase6EmeN+hdwwUaJvLcsFFQ8iWVF1GAK1yB0BWi0w==}
 
+  rbush@4.0.1:
+    resolution: {integrity: sha512-IP0UpfeWQujYC8Jg162rMNc01Rf0gWMMAb2Uxus/Q0qOFw4lCcq6ZnQEZwUoJqWyUGJ9th7JjwI4yIWo+uvoAQ==}
+
   rc-cascader@3.20.0:
     resolution: {integrity: sha512-lkT9EEwOcYdjZ/jvhLoXGzprK1sijT3/Tp4BLxQQcHDZkkOzzwYQC9HgmKoJz0K7CukMfgvO9KqHeBdgE+pELw==}
     peerDependencies:
@@ -8835,6 +8904,9 @@ packages:
     resolution: {integrity: sha512-J8rn6v4DBb2nnFqkqwy6/NnTYMcgLA+sLr0iIO41qpv0n+ngb7ksag2tMRl0inb1bbO/esUwzW1vbJi7K0sI0g==}
     engines: {node: ^12.0.0 || ^14.0.0 || >=16.0.0}
 
+  reference-spec-reader@0.2.0:
+    resolution: {integrity: sha512-q0mfCi5yZSSHXpCyxjgQeaORq3tvDsxDyzaadA/5+AbAUwRyRuuTh0aRQuE/vAOt/qzzxidJ5iDeu1cLHaNBlQ==}
+
   refractor@3.6.0:
     resolution: {integrity: sha512-MY9W41IOWxxk31o+YvFCNyNzdkc9M20NoZK5vq6jkv4I/uh2zkWcfudj0Q1fovjUQJrNewS9NMzeTtqPf+n5EA==}
 
@@ -9527,6 +9599,18 @@ packages:
   toggle-selection@1.0.6:
     resolution: {integrity: sha512-BiZS+C1OS8g/q2RRbJmy59xpyghNBqrr6k5L/uKBGRsTfxmu3ffiRnd8mlGPUVayg8pvfi5urfnu8TU7DVOkLQ==}
 
+  topojson-client@3.1.0:
+    resolution: {integrity: sha512-605uxS6bcYxGXw9qi62XyrV6Q3xwbndjachmNxu8HWTtVPxZfEJN9fd/SZS1Q54Sn2y0TMyMxFj/cJINqGHrKw==}
+    hasBin: true
+
+  topojson-server@3.0.1:
+    resolution: {integrity: sha512-/VS9j/ffKr2XAOjlZ9CgyyeLmgJ9dMwq6Y0YEON8O7p/tGGk+dCWnrE03zEdu7i4L7YsFZLEPZPzCvcB7lEEXw==}
+    hasBin: true
+
+  topojson-simplify@3.0.3:
+    resolution: {integrity: sha512-V+pBjLVzSQ3+hSOxBiV01OVXgFiCmMO8ia3huxKEyIMTC1ApQHBcdXdOqcQ6U2JJJD31TZduwY6KyF15R8sUgg==}
+    hasBin: true
+
   tough-cookie@4.1.4:
     resolution: {integrity: sha512-Loo5UUvLD9ScZ6jh8beX1T6sO1w2/MpCRpEP7V280GKMVUQ0Jzar2U3UJPsrdbziLEMMhu3Ujnq//rhiFuIeag==}
     engines: {node: '>=6'}
@@ -9772,6 +9856,10 @@ packages:
   unrs-resolver@1.11.1:
     resolution: {integrity: sha512-bSjt9pjaEBnNiGgc9rUiHGKv5l4/TGzDmYw3RhnkJGtLhbnnA/5qJj7x3dNDCRx/PJxu774LlH8lCOlB4hEfKg==}
 
+  unzipit@2.0.0:
+    resolution: {integrity: sha512-DVeVIWUZCAQPNzm5sB0hpsG1GygTTdBnzNtYYEpInkttx5evkyqRgZi6rTczoySqp8hO5jHVKzrH0f23X8FZLg==}
+    engines: {node: '>=18'}
+
   update-browserslist-db@1.3.3:
     resolution: {integrity: sha512-pJ2sYawQS0R/WI928Gj5GlPhTGzbMelq0+4INtSYNDV9ErKJcX6xjGWkoG/VnB3dpUm00zALaqkrUD77pO5TDQ==}
     hasBin: true
@@ -10100,6 +10188,9 @@ packages:
     resolution: {integrity: sha512-ICP2e+jsHvAj2E2lIHxa5tjXRlKDJo4IdvPvCXbXQGdzSfmSpNVyIKMvoZHjDY9DP0zV17iI85o90vRFXNccRw==}
     engines: {node: '>=12'}
 
+  xml-utils@1.10.2:
+    resolution: {integrity: sha512-RqM+2o1RYs6T8+3DzDSoTRAUfrvaejbVHcp3+thnAtDKo8LskR+HomLajEy5UjTz24rpka7AxVBRR3g2wTUkJA==}
+
   xml-utils@1.7.0:
     resolution: {integrity: sha512-bWB489+RQQclC7A9OW8e5BzbT8Tu//jtAOvkYwewFr+Q9T9KDGvfzC1lp0pYPEQPEoPQLDkmxkepSC/2gIAZGw==}
 
@@ -10182,12 +10273,18 @@ packages:
     resolution: {integrity: sha512-CzhO+pFNo8ajLM2d2IW/R93ipy99LWjtwblvC1RsoSUMZgyLbYFr221TnSNT7GjGdYui6P459mw9JH/g/zW2ug==}
     engines: {node: '>=18'}
 
+  zarrita@0.7.5:
+    resolution: {integrity: sha512-ZriOSEne+Wf2iuM0yjDZvUKpHNlug3dO7qJ6mAxXoOgsYV18DPOkAkwB9e0rf21bHcKcOffFuwoZwn5g6pvUeA==}
+
   zod@4.3.6:
     resolution: {integrity: sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==}
 
   zstddec@0.1.0:
     resolution: {integrity: sha512-w2NTI8+3l3eeltKAdK8QpiLo/flRAr2p8AGeakfMZOXBxOg9HIu4LVDxBi81sYgVhFhdJjv1OrB5ssI8uFPoLg==}
 
+  zstddec@0.2.0:
+    resolution: {integrity: sha512-oyPnDa1X5c13+Y7mA/FDMNJrn4S8UNBe0KCqtDmor40Re7ALrPN6npFwyYVRRh+PqozZQdeg23QtbcamZnG5rA==}
+
   zustand@5.0.11:
     resolution: {integrity: sha512-fdZY+dk7zn/vbWNCYmzZULHRrss0jx5pPFiOuMZ/5HJN6Yv3u+1Wswy/4MpZEkEGhtNH+pwxZB8OKgUBPzYAGg==}
     engines: {node: '>=12.20.0'}
@@ -12741,6 +12838,8 @@ snapshots:
 
   '@petamoriken/float16@3.8.0': {}
 
+  '@petamoriken/float16@3.9.3': {}
+
   '@pkgjs/parseargs@0.11.0':
     optional: true
 
@@ -14006,7 +14105,7 @@ snapshots:
 
   '@types/d3-geo@3.1.0':
     dependencies:
-      '@types/geojson': 7946.0.14
+      '@types/geojson': 7946.0.16
 
   '@types/d3-hierarchy@1.1.11': {}
 
@@ -14046,7 +14145,7 @@ snapshots:
 
   '@types/file-saver@2.0.5': {}
 
-  '@types/geojson@7946.0.14': {}
+  '@types/geojson@7946.0.16': {}
 
   '@types/graceful-fs@4.1.6':
     dependencies:
@@ -14135,6 +14234,8 @@ snapshots:
 
   '@types/prop-types@15.7.5': {}
 
+  '@types/rbush@4.0.0': {}
+
   '@types/react-addons-update@0.14.21':
     dependencies:
       '@types/react': 18.0.26
@@ -14209,6 +14310,15 @@ snapshots:
     dependencies:
       '@types/jest': 30.0.0
 
+  '@types/topojson-client@3.1.5':
+    dependencies:
+      '@types/geojson': 7946.0.16
+      '@types/topojson-specification': 1.0.5
+
+  '@types/topojson-specification@1.0.5':
+    dependencies:
+      '@types/geojson': 7946.0.16
+
   '@types/tough-cookie@4.0.5': {}
 
   '@types/trusted-types@2.0.7':
@@ -14506,6 +14616,11 @@ snapshots:
 
   '@xobotyi/scrollbar-width@1.9.5': {}
 
+  '@zarrita/storage@0.2.0':
+    dependencies:
+      reference-spec-reader: 0.2.0
+      unzipit: 2.0.0
+
   '@zxing/text-encoding@0.9.0':
     optional: true
 
@@ -15427,6 +15542,10 @@ snapshots:
     dependencies:
       d3-array: 3.2.4
 
+  d3-geo@3.1.1:
+    dependencies:
+      d3-array: 3.2.4
+
   d3-hierarchy@1.1.9: {}
 
   d3-hierarchy@3.1.2: {}
@@ -15716,6 +15835,8 @@ snapshots:
 
   earcut@2.2.4: {}
 
+  earcut@3.2.4: {}
+
   eastasianwidth@0.2.0: {}
 
   ejs@3.1.10:
@@ -16036,6 +16157,8 @@ snapshots:
 
   fflate@0.4.9: {}
 
+  fflate@0.8.3: {}
+
   figures@3.2.0:
     dependencies:
       escape-string-regexp: 1.0.5
@@ -16228,6 +16351,17 @@ snapshots:
       xml-utils: 1.7.0
       zstddec: 0.1.0
 
+  geotiff@3.1.0-beta.0:
+    dependencies:
+      '@petamoriken/float16': 3.9.3
+      lerc: 3.0.0
+      pako: 2.1.0
+      parse-headers: 2.0.5
+      quick-lru: 6.1.1
+      web-worker: 1.5.0
+      xml-utils: 1.10.2
+      zstddec: 0.2.0
+
   get-caller-file@2.0.5: {}
 
   get-east-asian-width@1.5.0: {}
@@ -18323,6 +18457,10 @@ snapshots:
     dependencies:
       boolbase: 1.0.0
 
+  numcodecs@0.3.2:
+    dependencies:
+      fflate: 0.8.3
+
   nuqs@2.8.8(react-router-dom@5.3.4(react@18.2.0))(react-router@6.30.6(react@18.2.0))(react@18.2.0):
     dependencies:
       '@standard-schema/spec': 1.0.0
@@ -18401,6 +18539,15 @@ snapshots:
       mapbox-to-css-font: 2.4.5
       ol: 7.4.0
 
+  ol@10.11.0:
+    dependencies:
+      '@types/rbush': 4.0.0
+      earcut: 3.2.4
+      geotiff: 3.1.0-beta.0
+      pbf: 5.1.2
+      rbush: 4.0.1
+      zarrita: 0.7.5
+
   ol@7.4.0:
     dependencies:
       earcut: 2.2.4
@@ -18739,6 +18886,10 @@ snapshots:
       ieee754: 1.2.1
       resolve-protobuf-schema: 2.1.0
 
+  pbf@5.1.2:
+    dependencies:
+      resolve-protobuf-schema: 2.1.0
+
   picocolors@1.1.1: {}
 
   picomatch@2.3.2: {}
@@ -18922,12 +19073,18 @@ snapshots:
 
   quickselect@2.0.0: {}
 
+  quickselect@3.0.0: {}
+
   raf-schd@4.0.3: {}
 
   rbush@3.0.1:
     dependencies:
       quickselect: 2.0.0
 
+  rbush@4.0.1:
+    dependencies:
+      quickselect: 3.0.0
+
   rc-cascader@3.20.0(react-dom@18.2.0(react@18.2.0))(react@18.2.0):
     dependencies:
       '@babel/runtime': 7.28.2
@@ -19671,6 +19828,8 @@ snapshots:
     dependencies:
       '@eslint-community/regexpp': 4.12.2
 
+  reference-spec-reader@0.2.0: {}
+
   refractor@3.6.0:
     dependencies:
       hastscript: 6.0.0
@@ -20447,6 +20606,19 @@ snapshots:
 
   toggle-selection@1.0.6: {}
 
+  topojson-client@3.1.0:
+    dependencies:
+      commander: 2.20.3
+
+  topojson-server@3.0.1:
+    dependencies:
+      commander: 2.20.3
+
+  topojson-simplify@3.0.3:
+    dependencies:
+      commander: 2.20.3
+      topojson-client: 3.1.0
+
   tough-cookie@4.1.4:
     dependencies:
       psl: 1.15.0
@@ -20713,6 +20885,8 @@ snapshots:
       '@unrs/resolver-binding-win32-ia32-msvc': 1.11.1
       '@unrs/resolver-binding-win32-x64-msvc': 1.11.1
 
+  unzipit@2.0.0: {}
+
   update-browserslist-db@1.3.3(browserslist@4.28.9):
     dependencies:
       browserslist: 4.28.9
@@ -21054,6 +21228,8 @@ snapshots:
 
   xml-name-validator@4.0.0: {}
 
+  xml-utils@1.10.2: {}
+
   xml-utils@1.7.0: {}
 
   xml@1.0.1: {}
@@ -21130,10 +21306,17 @@ snapshots:
 
   yoctocolors@2.1.2: {}
 
+  zarrita@0.7.5:
+    dependencies:
+      '@zarrita/storage': 0.2.0
+      numcodecs: 0.3.2
+
   zod@4.3.6: {}
 
   zstddec@0.1.0: {}
 
+  zstddec@0.2.0: {}
+
   zustand@5.0.11(@types/react@18.0.26)(immer@11.1.3)(react@18.2.0)(use-sync-external-store@1.6.0(react@18.2.0)):
     optionalDependencies:
       '@types/react': 18.0.26

frontend/scripts/geo-outlines/build.mjs

@@ -0,0 +1,208 @@
+// Builds the Geo Map outlines assets: Natural Earth 50m admin-0 countries, and
+// 10m admin-1 states/provinces for every country with at least two of them.
+// Run by hand when bumping Natural Earth or editing regions/aliases; the output is committed.
+// Usage: pnpm build:geo-outlines
+//
+// Nothing is written until every invariant in validate.mjs holds. The assets
+// are built in a staging folder and swapped in whole, so a failed run leaves
+// the committed ones as they were.
+import {
+	existsSync,
+	mkdirSync,
+	readdirSync,
+	renameSync,
+	rmSync,
+	writeFileSync,
+} from 'node:fs';
+import { join } from 'node:path';
+import { setTimeout as sleep } from 'node:timers/promises';
+import { gzipSync } from 'node:zlib';
+
+import {
+	ASSETS_DIR,
+	COUNTRIES_URL,
+	SUBDIVISION_LIST_FILE,
+	SUBDIVISIONS_URL,
+} from './config.mjs';
+import { buildCountries } from './countries.mjs';
+import { buildSubdivisions } from './subdivisions.mjs';
+import { validate } from './validate.mjs';
+
+const DOWNLOAD_TIMEOUT_MS = 120_000;
+const DOWNLOAD_ATTEMPTS = 3;
+
+const STAGING_DIR = `${ASSETS_DIR}.staging`;
+const PREVIOUS_DIR = `${ASSETS_DIR}.previous`;
+// Everything in the assets folder is generated; anything else would be lost
+// in the swap, so its presence stops the build.
+const GENERATED_ENTRIES = new Set([
+	'countries-50m.json',
+	'lookups.json',
+	'subdivisions',
+]);
+
+const kb = (bytes) => `${(bytes / 1024).toFixed(0)} KB`;
+const sizeOf = (json) =>
+	`${kb(Buffer.byteLength(json))} raw / ${kb(gzipSync(json).length)} gzip`;
+
+async function downloadFeatures(url) {
+	for (let attempt = 1; ; attempt += 1) {
+		try {
+			const response = await fetch(url, {
+				signal: AbortSignal.timeout(DOWNLOAD_TIMEOUT_MS),
+			});
+			if (!response.ok) {
+				throw new Error(`HTTP ${response.status}`);
+			}
+			const body = await response.json();
+			if (
+				body?.type !== 'FeatureCollection' ||
+				!Array.isArray(body.features) ||
+				body.features.length === 0
+			) {
+				throw new Error('response is not a non-empty GeoJSON FeatureCollection');
+			}
+			return body;
+		} catch (error) {
+			if (attempt === DOWNLOAD_ATTEMPTS) {
+				throw new Error(
+					`download failed after ${attempt} attempts: ${url}\n  ${error.message}`,
+				);
+			}
+			await sleep(attempt * 2_000);
+		}
+	}
+}
+
+function subdivisionListSource(countries) {
+	return `// Generated by scripts/geo-outlines/build.mjs; do not edit.
+export const SUBDIVISION_COUNTRY_CODES = [
+${countries.map((country) => `\t'${country}',`).join('\n')}
+] as const;
+`;
+}
+
+// A run that died mid-swap leaves the assets in the previous folder.
+function recoverInterruptedSwap() {
+	if (!existsSync(ASSETS_DIR) && existsSync(PREVIOUS_DIR)) {
+		renameSync(PREVIOUS_DIR, ASSETS_DIR);
+	}
+	rmSync(STAGING_DIR, { recursive: true, force: true });
+	rmSync(PREVIOUS_DIR, { recursive: true, force: true });
+}
+
+function assertOnlyGeneratedEntries() {
+	if (!existsSync(ASSETS_DIR)) {
+		return;
+	}
+	const foreign = readdirSync(ASSETS_DIR).filter(
+		(entry) => !GENERATED_ENTRIES.has(entry),
+	);
+	if (foreign.length > 0) {
+		throw new Error(
+			`${ASSETS_DIR} holds files this build doesn't generate: ${foreign.join(', ')}`,
+		);
+	}
+}
+
+/** Writes every output under the staging folder; returns the sizes report. */
+function stage(outputs) {
+	const subdivisionDir = join(STAGING_DIR, 'subdivisions');
+	mkdirSync(subdivisionDir, { recursive: true });
+	writeFileSync(join(STAGING_DIR, 'countries-50m.json'), outputs.countriesJson);
+	writeFileSync(join(STAGING_DIR, 'lookups.json'), outputs.lookupsJson);
+	const sizes = [];
+	for (const [country, file] of outputs.subdivisionFiles) {
+		const json = JSON.stringify(file);
+		writeFileSync(join(subdivisionDir, `${country}.json`), json);
+		sizes.push({
+			country,
+			shapes: file.objects.subdivisions.geometries.length,
+			gzip: gzipSync(json).length,
+		});
+	}
+	writeFileSync(`${SUBDIVISION_LIST_FILE}.staging`, outputs.subdivisionList);
+	return sizes;
+}
+
+/** Swaps the staged assets in; puts the previous ones back if that fails. */
+function commitStaged() {
+	const hadAssets = existsSync(ASSETS_DIR);
+	if (hadAssets) {
+		renameSync(ASSETS_DIR, PREVIOUS_DIR);
+	}
+	try {
+		renameSync(STAGING_DIR, ASSETS_DIR);
+	} catch (error) {
+		if (hadAssets) {
+			renameSync(PREVIOUS_DIR, ASSETS_DIR);
+		}
+		throw error;
+	}
+	renameSync(`${SUBDIVISION_LIST_FILE}.staging`, SUBDIVISION_LIST_FILE);
+	rmSync(PREVIOUS_DIR, { recursive: true, force: true });
+}
+
+function cleanUpStaging() {
+	rmSync(STAGING_DIR, { recursive: true, force: true });
+	rmSync(`${SUBDIVISION_LIST_FILE}.staging`, { force: true });
+}
+
+function report(countries, subdivisions, outputs, sizes) {
+	const totalGzip = sizes.reduce((sum, { gzip }) => sum + gzip, 0);
+	return {
+		countries: {
+			...countries.report,
+			sizes: {
+				'countries-50m.json': sizeOf(outputs.countriesJson),
+				'lookups.json': sizeOf(outputs.lookupsJson),
+			},
+		},
+		subdivisions: {
+			...subdivisions.report,
+			countries: sizes.length,
+			totalGzip: kb(totalGzip),
+			largest: [...sizes]
+				.sort((a, b) => b.gzip - a.gzip)
+				.slice(0, 10)
+				.map(
+					({ country, shapes, gzip }) =>
+						`${country}: ${shapes} shapes, ${kb(gzip)} gzip`,
+				),
+		},
+	};
+}
+
+async function main() {
+	recoverInterruptedSwap();
+	assertOnlyGeneratedEntries();
+
+	const [countrySource, subdivisionSource] = await Promise.all([
+		downloadFeatures(COUNTRIES_URL),
+		downloadFeatures(SUBDIVISIONS_URL),
+	]);
+	const countries = buildCountries(countrySource);
+	const subdivisions = buildSubdivisions(subdivisionSource);
+	validate(countries, subdivisions);
+
+	const outputs = {
+		countriesJson: JSON.stringify(countries.topology),
+		lookupsJson: JSON.stringify(countries.lookups),
+		subdivisionFiles: subdivisions.files,
+		subdivisionList: subdivisionListSource([...subdivisions.files.keys()]),
+	};
+	try {
+		const sizes = stage(outputs);
+		commitStaged();
+		process.stdout.write(
+			`${JSON.stringify(report(countries, subdivisions, outputs, sizes), null, 2)}\n`,
+		);
+	} finally {
+		cleanUpStaging();
+	}
+}
+
+main().catch((error) => {
+	process.stderr.write(`Geo outlines build failed: ${error.message}\n`);
+	process.exitCode = 1;
+});

frontend/scripts/geo-outlines/config.mjs

@@ -0,0 +1,176 @@
+// Inputs and tuning for the Geo Map outlines build. Tables only; no logic.
+import { dirname, join } from 'node:path';
+import { fileURLToPath } from 'node:url';
+
+const NATURAL_EARTH_BASE =
+	'https://raw.githubusercontent.com/nvkelso/natural-earth-vector/v5.1.2/geojson';
+export const COUNTRIES_URL = `${NATURAL_EARTH_BASE}/ne_50m_admin_0_countries.geojson`;
+export const SUBDIVISIONS_URL = `${NATURAL_EARTH_BASE}/ne_10m_admin_1_states_provinces.geojson`;
+
+const GEO_MAP_DIR = join(
+	dirname(fileURLToPath(import.meta.url)),
+	'../../src/lib/visualization/charts/GeoMap',
+);
+export const ASSETS_DIR = join(GEO_MAP_DIR, 'assets');
+export const SUBDIVISION_LIST_FILE = join(
+	GEO_MAP_DIR,
+	'geo/subdivisionCountries.ts',
+);
+
+export const COUNTRY_QUANTIZATION = 1e5;
+// Simplification drops every point whose triangle with its neighbours is
+// smaller than this, in square degrees. A fixed size, unlike a share of all
+// points, still leaves a small island a few points of its own.
+export const COUNTRY_MIN_WEIGHT = 3e-3;
+// 10m is street-level detail; a country view needs far less.
+export const SUBDIVISION_QUANTIZATION = 1e4;
+export const SUBDIVISION_MIN_WEIGHT = 1e-3;
+// A shape this many times the minimum weight or smaller could lose every polygon.
+export const PROTECTED_SHAPE_FACTOR = 10;
+
+// A country view needs at least this many coded states to be worth drawing.
+export const MIN_SUBDIVISIONS = 2;
+
+// ISO 3166-2 codes that changed after Natural Earth v5.1.2, or older spellings
+// still in GeoIP data, mapped to the code the shape carries.
+export const SUBDIVISION_ALIASES = {
+	IN: {
+		'IN-CG': 'IN-CT',
+		'IN-UK': 'IN-UT',
+		'IN-TS': 'IN-TG',
+		'IN-OD': 'IN-OR',
+		'IN-DD': 'IN-DH',
+		'IN-DN': 'IN-DH',
+	},
+	// Natural Earth carries Metro Manila under its retired code.
+	PH: { 'PH-00': 'PH-MNL' },
+};
+
+// Shapes Natural Earth still splits along retired lines, merged into the codes
+// GeoIP reports now; the retired codes become aliases. Northern Ireland's 26
+// districts became 11 councils in 2015, each a union of old districts.
+// Current code → [current name, retired codes].
+export const SUBDIVISION_MERGES = {
+	GB: {
+		'GB-ANN': ['Antrim and Newtownabbey', ['GB-ANT', 'GB-NTA']],
+		'GB-AND': ['Ards and North Down', ['GB-ARD', 'GB-NDN']],
+		'GB-ABC': [
+			'Armagh City, Banbridge and Craigavon',
+			['GB-ARM', 'GB-BNB', 'GB-CGV'],
+		],
+		'GB-BFS': ['Belfast', ['GB-BFS']],
+		'GB-CCG': [
+			'Causeway Coast and Glens',
+			['GB-BLY', 'GB-CLR', 'GB-LMV', 'GB-MYL'],
+		],
+		'GB-DRS': ['Derry City and Strabane', ['GB-DRY', 'GB-STB']],
+		'GB-FMO': ['Fermanagh and Omagh', ['GB-FER', 'GB-OMH']],
+		'GB-LBC': ['Lisburn and Castlereagh', ['GB-LSB', 'GB-CSR']],
+		'GB-MEA': ['Mid and East Antrim', ['GB-BLA', 'GB-CKF', 'GB-LRN']],
+		'GB-MUL': ['Mid Ulster', ['GB-CKT', 'GB-DGN', 'GB-MFT']],
+		'GB-NMD': ['Newry, Mourne and Down', ['GB-NYM', 'GB-DOW']],
+	},
+};
+
+// Natural Earth puts these islands in "Seven seas (open ocean)".
+export const OPEN_OCEAN_REGION = {
+	Africa: 'africa',
+	Asia: 'asia',
+	Americas: 'south_america',
+};
+export const CONTINENT_REGION = {
+	Africa: 'africa',
+	Asia: 'asia',
+	Europe: 'europe',
+	'North America': 'north_america',
+	'South America': 'south_america',
+	Oceania: 'oceania',
+};
+// Transcontinental countries belong to every region they span.
+export const EXTRA_REGIONS = {
+	RU: ['asia'],
+	TR: ['europe'],
+	KZ: ['europe'],
+	GE: ['europe'],
+	AM: ['europe'],
+	AZ: ['europe'],
+	CY: ['europe'],
+	EG: ['asia'],
+};
+
+// ISO codes GeoIP emits for places Natural Earth draws inside another country.
+export const COUNTRY_ALIASES = {
+	GF: 'FR',
+	GP: 'FR',
+	MQ: 'FR',
+	RE: 'FR',
+	YT: 'FR',
+	BQ: 'NL',
+	SJ: 'NO',
+	BV: 'NO',
+	CX: 'AU',
+	CC: 'AU',
+	HM: 'AU',
+	UM: 'US',
+	TK: 'NZ',
+	AC: 'SH',
+	TA: 'SH',
+	DG: 'IO',
+	CP: 'FR',
+	FX: 'FR',
+	EA: 'ES',
+	IC: 'ES',
+	CQ: 'GB',
+	GI: 'GB',
+	// Retired or reserved codes still seen in older data.
+	UK: 'GB',
+	SU: 'RU',
+	YU: 'RS',
+	CS: 'RS',
+	TP: 'TL',
+	BU: 'MM',
+	ZR: 'CD',
+	DD: 'DE',
+	VD: 'VN',
+	YD: 'YE',
+	RH: 'ZW',
+	NH: 'VU',
+	HV: 'BF',
+	DY: 'BJ',
+	AN: 'CW',
+};
+export const COUNTRY_NAME_ALIASES = {
+	usa: 'US',
+	'united states of america': 'US',
+	america: 'US',
+	uk: 'GB',
+	'great britain': 'GB',
+	britain: 'GB',
+	england: 'GB',
+	russia: 'RU',
+	'south korea': 'KR',
+	'north korea': 'KP',
+	czechia: 'CZ',
+	'czech republic': 'CZ',
+	'ivory coast': 'CI',
+	turkiye: 'TR',
+	türkiye: 'TR',
+	burma: 'MM',
+	'cape verde': 'CV',
+	swaziland: 'SZ',
+	macedonia: 'MK',
+	'east timor': 'TL',
+	vatican: 'VA',
+};
+
+// Alpha-2 codes Intl names that aren't countries, so none needs a shape.
+export const NON_COUNTRY_CODES = new Set([
+	'EU',
+	'EZ',
+	'UN',
+	'ZZ',
+	'QO',
+	'XA',
+	'XB',
+	'AQ',
+]);

frontend/scripts/geo-outlines/countries.mjs

@@ -0,0 +1,184 @@
+// Natural Earth admin-0 → the countries topology and the lookup tables.
+import { geoArea, geoBounds } from 'd3-geo';
+import { feature } from 'topojson-client';
+
+import {
+	CONTINENT_REGION,
+	COUNTRY_ALIASES,
+	COUNTRY_MIN_WEIGHT,
+	COUNTRY_NAME_ALIASES,
+	COUNTRY_QUANTIZATION,
+	EXTRA_REGIONS,
+	NON_COUNTRY_CODES,
+	OPEN_OCEAN_REGION,
+} from './config.mjs';
+import {
+	polygonsOf,
+	round,
+	roundBounds,
+	simplifyAndQuantize,
+} from './geometry.mjs';
+
+export const isCountryCode = (value) => /^[A-Z]{2}$/.test(value ?? '');
+
+function regionsOf(props, iso2) {
+	const base = props.CONTINENT.startsWith('Seven seas')
+		? OPEN_OCEAN_REGION[props.REGION_UN]
+		: CONTINENT_REGION[props.CONTINENT];
+	return [...new Set([base, ...(EXTRA_REGIONS[iso2] ?? [])].filter(Boolean))];
+}
+
+// Group features by code so a country's overseas parts (Australia's Indian
+// Ocean territories) become one shape that one data row colours.
+function groupByCode(sourceFeatures, report) {
+	const groups = new Map();
+	for (const f of sourceFeatures) {
+		const p = f.properties;
+		if (p.CONTINENT === 'Antarctica') {
+			report.dropped.push(p.NAME);
+			continue;
+		}
+		const iso2 = isCountryCode(p.ISO_A2_EH) ? p.ISO_A2_EH : null;
+		const key = iso2 ?? `uncoded:${p.NAME}`;
+		if (!iso2) {
+			report.uncoded.push(p.NAME);
+		}
+		if (!groups.has(key)) {
+			groups.set(key, []);
+		}
+		groups.get(key).push(f);
+	}
+	return groups;
+}
+
+function toCountryFeature(key, members, report) {
+	// The sovereign part carries the name, label point and region.
+	const primary =
+		members.find((f) => f.properties.ISO_A2 === f.properties.ISO_A2_EH) ??
+		members.reduce((a, b) => (geoArea(a) >= geoArea(b) ? a : b));
+	const p = primary.properties;
+	const iso2 = key.startsWith('uncoded:') ? null : key;
+	if (members.length > 1) {
+		report.merged.push(
+			`${iso2}: ${members.map((f) => f.properties.NAME).join(' + ')}`,
+		);
+	}
+
+	const polygons = members.flatMap((f) => polygonsOf(f.geometry));
+	const geometry = { type: 'MultiPolygon', coordinates: polygons };
+	const mainland = polygons
+		.map((coordinates) => ({ type: 'Polygon', coordinates }))
+		.reduce((a, b) => (geoArea(a) >= geoArea(b) ? a : b));
+
+	return {
+		type: 'Feature',
+		id: iso2 ?? p.NAME,
+		properties: {
+			code: iso2,
+			iso3: /^[A-Z]{3}$/.test(p.ISO_A3_EH) ? p.ISO_A3_EH : null,
+			name: p.NAME,
+			label: [round(p.LABEL_X), round(p.LABEL_Y)],
+			mainland: roundBounds(geoBounds(mainland)),
+			bounds: roundBounds(geoBounds(geometry)),
+			regions: regionsOf(p, iso2 ?? ''),
+		},
+		geometry,
+	};
+}
+
+/** Alpha-3 codes and English names → alpha-2, for normalising data. */
+function buildLookups(sourceFeatures) {
+	const alpha3 = {};
+	const names = { ...COUNTRY_NAME_ALIASES };
+	for (const { properties: p } of sourceFeatures) {
+		if (!isCountryCode(p.ISO_A2_EH) || p.CONTINENT === 'Antarctica') {
+			continue;
+		}
+		if (/^[A-Z]{3}$/.test(p.ISO_A3_EH)) {
+			alpha3[p.ISO_A3_EH] = p.ISO_A2_EH;
+		}
+		for (const name of [
+			p.NAME,
+			p.NAME_LONG,
+			p.ADMIN,
+			p.NAME_EN,
+			p.BRK_NAME,
+			p.NAME_SORT,
+			p.NAME_CIAWF,
+		]) {
+			if (name) {
+				names[name.toLowerCase()] ??= p.ISO_A2_EH;
+			}
+		}
+	}
+	return { alpha3, names, aliases: COUNTRY_ALIASES };
+}
+
+/** ISO alpha-2 codes Intl knows that neither a shape nor an alias covers. */
+function findUncoveredCodes(drawn) {
+	const display = new Intl.DisplayNames(['en'], {
+		type: 'region',
+		fallback: 'none',
+	});
+	const letters = 'ABCDEFGHIJKLMNOPQRSTUVWXYZ';
+	const uncovered = [];
+	for (const a of letters) {
+		for (const b of letters) {
+			const code = a + b;
+			const name = display.of(code);
+			if (
+				name &&
+				!NON_COUNTRY_CODES.has(code) &&
+				!drawn.has(code) &&
+				!COUNTRY_ALIASES[code]
+			) {
+				uncovered.push(`${code} ${name}`);
+			}
+		}
+	}
+	return uncovered;
+}
+
+/** Natural Earth admin-0 GeoJSON → `{ topology, lookups, report }`. */
+export function buildCountries(source) {
+	const report = { dropped: [], uncoded: [], merged: [] };
+	const features = [...groupByCode(source.features, report)]
+		.map(([key, members]) => toCountryFeature(key, members, report))
+		.sort((a, b) => String(a.id).localeCompare(String(b.id)));
+
+	const { topo, flipped, collapsed, emptied } = simplifyAndQuantize(
+		'countries',
+		features,
+		COUNTRY_MIN_WEIGHT,
+		COUNTRY_QUANTIZATION,
+	);
+	const lookups = buildLookups(source.features);
+
+	const regionCounts = {};
+	for (const f of features) {
+		for (const region of f.properties.regions) {
+			regionCounts[region] = (regionCounts[region] ?? 0) + 1;
+		}
+	}
+	const drawn = new Set(features.map((f) => f.properties.code).filter(Boolean));
+
+	return {
+		topology: topo,
+		lookups,
+		report: {
+			features: features.length,
+			decodedFeatures: feature(topo, topo.objects.countries).features.length,
+			droppedFlippedIslands: flipped,
+			droppedCollapsedPolygons: collapsed,
+			emptied: emptied.join(' '),
+			regionCounts,
+			...report,
+			lookupCounts: {
+				alpha3: Object.keys(lookups.alpha3).length,
+				names: Object.keys(lookups.names).length,
+				aliases: Object.keys(lookups.aliases).length,
+			},
+			uncoveredIsoCodes: findUncoveredCodes(drawn),
+		},
+	};
+}

frontend/scripts/geo-outlines/geometry.mjs

@@ -0,0 +1,114 @@
+// Geometry helpers and the simplification shared by countries and states.
+import { geoArea } from 'd3-geo';
+import { topology } from 'topojson-server';
+import { presimplify, simplify } from 'topojson-simplify';
+import { feature, quantize } from 'topojson-client';
+
+import { PROTECTED_SHAPE_FACTOR } from './config.mjs';
+
+export const round = (n) => Math.round(n * 1e3) / 1e3;
+export const roundBounds = (bounds) =>
+	bounds.map(([x, y]) => [round(x), round(y)]);
+
+export function polygonsOf(geometry) {
+	if (geometry.type === 'Polygon') {
+		return [geometry.coordinates];
+	}
+	if (geometry.type === 'MultiPolygon') {
+		return geometry.coordinates;
+	}
+	return [];
+}
+
+/** Area of a lon/lat ring in square degrees, the unit of the simplify weights. */
+function planarRingArea(ring) {
+	let twice = 0;
+	ring.forEach(([x, y], i) => {
+		const [nx, ny] = ring[(i + 1) % ring.length];
+		twice += x * ny - nx * y;
+	});
+	return Math.abs(twice) / 2;
+}
+
+// Weights every point of a small shape's largest outline as Infinity, which
+// simplify never removes, so a city-state or city-sized province (Monaco, a
+// London borough) still has an outline to colour. Neighbours share those arcs,
+// so their common border stays in step.
+function protectSmallShapes(topo, objectName, features, minWeight) {
+	topo.objects[objectName].geometries.forEach((geometry, i) => {
+		const polygons = polygonsOf(features[i].geometry);
+		const areas = polygons.map(([outer]) => planarRingArea(outer));
+		const total = areas.reduce((sum, area) => sum + area, 0);
+		if (polygons.length === 0 || total > minWeight * PROTECTED_SHAPE_FACTOR) {
+			return;
+		}
+		const largest = areas.indexOf(Math.max(...areas));
+		const rings =
+			geometry.type === 'Polygon' ? geometry.arcs : geometry.arcs[largest];
+		rings[0].forEach((index) => {
+			topo.arcs[index < 0 ? ~index : index].forEach((point) => {
+				point[2] = Infinity;
+			});
+		});
+	});
+}
+
+const isCollapsed = ([outer]) =>
+	new Set(outer.map((point) => point.join())).size < 3;
+
+// Simplifying can collapse a tiny island until its ring runs the other way; d3
+// then reads it as "the whole globe except this island" and floods the map.
+const isInverted = (coordinates) =>
+	geoArea({ type: 'Polygon', coordinates }) > 2 * Math.PI;
+
+/**
+ * One feature collection to a simplified, quantized topology under
+ * `objectName`. Polygons that collapse to a sliver or flip inside out are
+ * dropped and the topology rebuilt without them.
+ */
+export function simplifyAndQuantize(
+	objectName,
+	features,
+	minWeight,
+	quantization,
+) {
+	let topo = presimplify(
+		topology({ [objectName]: { type: 'FeatureCollection', features } }),
+	);
+	protectSmallShapes(topo, objectName, features, minWeight);
+	topo = simplify(topo, minWeight);
+	// presimplify stores each point's weight as a third coordinate and simplify
+	// keeps it, so it is dropped before quantizing (which would carry it through).
+	topo = { ...topo, arcs: topo.arcs.map((arc) => arc.map(([x, y]) => [x, y])) };
+	topo = quantize(topo, quantization);
+
+	let flipped = 0;
+	let collapsed = 0;
+	const cleaned = feature(topo, topo.objects[objectName]).features.map((f) => {
+		const kept = polygonsOf(f.geometry).filter((coordinates) => {
+			if (isCollapsed(coordinates)) {
+				collapsed += 1;
+				return false;
+			}
+			if (isInverted(coordinates)) {
+				flipped += 1;
+				return false;
+			}
+			return true;
+		});
+		return { ...f, geometry: { type: 'MultiPolygon', coordinates: kept } };
+	});
+	const emptied = cleaned
+		.filter((f) => f.geometry.coordinates.length === 0)
+		.map((f) => f.properties.code ?? f.properties.name);
+
+	if (flipped > 0 || collapsed > 0) {
+		topo = quantize(
+			topology({
+				[objectName]: { type: 'FeatureCollection', features: cleaned },
+			}),
+			quantization,
+		);
+	}
+	return { topo, flipped, collapsed, emptied };
+}

frontend/scripts/geo-outlines/subdivisions.mjs

@@ -0,0 +1,188 @@
+// Natural Earth admin-1 → one states/provinces topology per country.
+import { geoArea } from 'd3-geo';
+import { topology } from 'topojson-server';
+import { merge } from 'topojson-client';
+
+import {
+	MIN_SUBDIVISIONS,
+	SUBDIVISION_ALIASES,
+	SUBDIVISION_MERGES,
+	SUBDIVISION_MIN_WEIGHT,
+	SUBDIVISION_QUANTIZATION,
+} from './config.mjs';
+import { isCountryCode } from './countries.mjs';
+import { round, simplifyAndQuantize } from './geometry.mjs';
+
+const SUBDIVISION_CODE = /^[A-Z]{2}-[A-Z0-9]{1,3}$/;
+
+/** Retired code → `[current code, current name]`, from `SUBDIVISION_MERGES`. */
+const RECODES = new Map(
+	Object.values(SUBDIVISION_MERGES).flatMap((merges) =>
+		Object.entries(merges).flatMap(([code, [name, retired]]) =>
+			retired.map((old) => [old, [code, name]]),
+		),
+	),
+);
+
+/** A country's aliases: the hand-written ones, then each merge's retired codes. */
+function aliasesOf(country) {
+	const aliases = { ...SUBDIVISION_ALIASES[country] };
+	for (const [code, [, retired]] of Object.entries(
+		SUBDIVISION_MERGES[country] ?? {},
+	)) {
+		for (const old of retired) {
+			if (old !== code) {
+				aliases[old] = code;
+			}
+		}
+	}
+	return aliases;
+}
+
+// Shapes without an ISO 3166-2 code can't be matched to data, and a code under
+// another country's prefix (Puerto Rico's `US-PR`) belongs to that country's
+// file. Retired codes are rewritten to the current ones here, so the merge
+// below dissolves them.
+function groupByCountry(sourceFeatures) {
+	const byCountry = new Map();
+	const uncoded = {};
+	const recoded = new Set();
+	for (const f of sourceFeatures) {
+		const country = f.properties.iso_a2;
+		if (!isCountryCode(country)) {
+			continue;
+		}
+		const code = f.properties.iso_3166_2;
+		if (!SUBDIVISION_CODE.test(code ?? '') || !code.startsWith(`${country}-`)) {
+			uncoded[country] = (uncoded[country] ?? 0) + 1;
+			continue;
+		}
+		if (!byCountry.has(country)) {
+			byCountry.set(country, []);
+		}
+		const recode = RECODES.get(code);
+		if (recode) {
+			recoded.add(code);
+		}
+		byCountry.get(country).push(
+			recode
+				? {
+						...f,
+						properties: {
+							...f.properties,
+							iso_3166_2: recode[0],
+							name: recode[1],
+						},
+					}
+				: f,
+		);
+	}
+	return { byCountry, uncoded, recoded };
+}
+
+// Natural Earth splits some codes across shapes (Dublin's four councils are all
+// `IE-D`). Merging them through a topology drops the borders between the parts,
+// so one code is one shape with one outline.
+function mergeByCode(features) {
+	const byCode = new Map();
+	for (const f of features) {
+		const code = f.properties.iso_3166_2;
+		if (!byCode.has(code)) {
+			byCode.set(code, []);
+		}
+		byCode.get(code).push(f);
+	}
+	const topo = topology({ parts: { type: 'FeatureCollection', features } });
+	const { geometries } = topo.objects.parts;
+	let merged = 0;
+	const shapes = [...byCode].map(([code, members]) => {
+		// The largest part carries the name and label point.
+		const primary = members.reduce((a, b) => (geoArea(a) >= geoArea(b) ? a : b));
+		let geometry = primary.geometry;
+		if (members.length > 1) {
+			merged += members.length - 1;
+			geometry = merge(
+				topo,
+				geometries.filter((_, i) => features[i].properties.iso_3166_2 === code),
+			);
+		}
+		return {
+			type: 'Feature',
+			id: code,
+			properties: {
+				code,
+				name: primary.properties.name,
+				label: [
+					round(primary.properties.longitude),
+					round(primary.properties.latitude),
+				],
+			},
+			geometry,
+		};
+	});
+	return { shapes: shapes.sort((a, b) => a.id.localeCompare(b.id)), merged };
+}
+
+/** Lower-cased English names → code, for data that names a state. */
+function namesOf(members) {
+	const names = {};
+	for (const { properties: p } of members) {
+		for (const name of [p.name, p.name_en, p.gn_name, p.woe_name]) {
+			if (name) {
+				names[name.toLowerCase()] ??= p.iso_3166_2;
+			}
+		}
+	}
+	return names;
+}
+
+/**
+ * Natural Earth admin-1 GeoJSON → `{ files, report }`, where `files` maps each
+ * country with enough coded states to its outlines file, in code order.
+ */
+export function buildSubdivisions(source) {
+	const { byCountry, uncoded, recoded } = groupByCountry(source.features);
+	const files = new Map();
+	const report = {
+		skippedUnderMinimum: [],
+		mergedParts: {},
+		uncodedShapes: uncoded,
+		droppedFlippedIslands: {},
+		droppedCollapsedPolygons: 0,
+		emptiedShapes: [],
+		// Merge entries whose retired code Natural Earth no longer has.
+		unmatchedRetiredCodes: [...RECODES.keys()].filter(
+			(code) => !recoded.has(code),
+		),
+	};
+
+	const countries = [...byCountry.keys()].sort((a, b) => a.localeCompare(b));
+	for (const country of countries) {
+		const members = byCountry.get(country);
+		const { shapes, merged } = mergeByCode(members);
+		if (shapes.length < MIN_SUBDIVISIONS) {
+			report.skippedUnderMinimum.push(country);
+			continue;
+		}
+		if (merged) {
+			report.mergedParts[country] = merged;
+		}
+		const { topo, flipped, collapsed, emptied } = simplifyAndQuantize(
+			'subdivisions',
+			shapes,
+			SUBDIVISION_MIN_WEIGHT,
+			SUBDIVISION_QUANTIZATION,
+		);
+		if (flipped) {
+			report.droppedFlippedIslands[country] = flipped;
+		}
+		report.droppedCollapsedPolygons += collapsed;
+		report.emptiedShapes.push(...emptied);
+		files.set(country, {
+			...topo,
+			aliases: aliasesOf(country),
+			names: namesOf(members),
+		});
+	}
+	return { files, report };
+}

frontend/scripts/geo-outlines/validate.mjs

@@ -0,0 +1,107 @@
+// Invariants the chart relies on, checked before anything is written. A
+// failure names every problem; the committed assets are left untouched.
+import { feature } from 'topojson-client';
+
+import { MIN_SUBDIVISIONS } from './config.mjs';
+
+// Natural Earth v5.1.2 yields 239 countries and 198 countries with states. A
+// drop below these means a changed or truncated download, not real geography.
+const MIN_COUNTRIES = 230;
+const MIN_SUBDIVISION_COUNTRIES = 190;
+
+function duplicatesOf(values) {
+	const seen = new Set();
+	return values.filter((value) => seen.has(value) || !seen.add(value));
+}
+
+function checkCountries({ topology, lookups, report }, problems) {
+	const shapes = feature(topology, topology.objects.countries).features;
+	const codes = shapes.map((shape) => shape.properties.code).filter(Boolean);
+	const drawn = new Set(codes);
+
+	if (shapes.length < MIN_COUNTRIES) {
+		problems.push(
+			`only ${shapes.length} countries (expected ≥ ${MIN_COUNTRIES})`,
+		);
+	}
+	if (report.emptied) {
+		problems.push(`countries left with no outline: ${report.emptied}`);
+	}
+	for (const code of duplicatesOf(codes)) {
+		problems.push(`country code ${code} is drawn twice`);
+	}
+	for (const [alias, target] of Object.entries(lookups.aliases)) {
+		if (!drawn.has(target)) {
+			problems.push(`country alias ${alias} → ${target}, which has no shape`);
+		}
+	}
+	for (const [alpha3, target] of Object.entries(lookups.alpha3)) {
+		if (!drawn.has(target)) {
+			problems.push(`alpha-3 ${alpha3} → ${target}, which has no shape`);
+		}
+	}
+}
+
+function checkSubdivisionFile(country, file, problems) {
+	const codes = file.objects.subdivisions.geometries.map(
+		(geometry) => geometry.properties.code,
+	);
+	const known = new Set(codes);
+
+	if (codes.length < MIN_SUBDIVISIONS) {
+		problems.push(
+			`${country}: ${codes.length} states (expected ≥ ${MIN_SUBDIVISIONS})`,
+		);
+	}
+	for (const code of duplicatesOf(codes)) {
+		problems.push(`${country}: state code ${code} is drawn twice`);
+	}
+	for (const code of codes) {
+		if (!code?.startsWith(`${country}-`)) {
+			problems.push(`${country}: state code ${code} is outside the country`);
+		}
+	}
+	for (const [alias, target] of Object.entries(file.aliases)) {
+		if (!known.has(target)) {
+			problems.push(`${country}: alias ${alias} → ${target}, which has no shape`);
+		}
+	}
+	for (const [name, code] of Object.entries(file.names)) {
+		if (!known.has(code)) {
+			problems.push(`${country}: name "${name}" → ${code}, which has no shape`);
+		}
+	}
+}
+
+function checkSubdivisions({ files, report }, problems) {
+	if (files.size < MIN_SUBDIVISION_COUNTRIES) {
+		problems.push(
+			`only ${files.size} countries with states (expected ≥ ${MIN_SUBDIVISION_COUNTRIES})`,
+		);
+	}
+	if (report.emptiedShapes.length > 0) {
+		problems.push(
+			`states left with no outline: ${report.emptiedShapes.join(' ')}`,
+		);
+	}
+	if (report.unmatchedRetiredCodes.length > 0) {
+		problems.push(
+			`merge codes not found in Natural Earth: ${report.unmatchedRetiredCodes.join(' ')}`,
+		);
+	}
+	for (const [country, file] of files) {
+		checkSubdivisionFile(country, file, problems);
+	}
+}
+
+/** Throws one error listing every broken invariant. */
+export function validate(countries, subdivisions) {
+	const problems = [];
+	checkCountries(countries, problems);
+	checkSubdivisions(subdivisions, problems);
+	if (problems.length > 0) {
+		throw new Error(
+			`${problems.length} problem(s) in the generated outlines:\n- ${problems.join('\n- ')}`,
+		);
+	}
+}

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

@@ -4,6 +4,264 @@
  * * regenerate with 'pnpm generate:api'
  * SigNoz
  */
+export enum AiobservabilitytypesBlobPartDTOType {
+	blob = 'blob',
+}
+export interface AiobservabilitytypesBlobPartDTO {
+	/**
+	 * @type string
+	 */
+	content: string;
+	/**
+	 * @type string,null
+	 */
+	mime_type?: string | null;
+	/**
+	 * @type string
+	 */
+	modality: string;
+	/**
+	 * @type string
+	 * @enum blob
+	 */
+	type: AiobservabilitytypesBlobPartDTOType;
+}
+
+export enum AiobservabilitytypesTextPartDTOType {
+	text = 'text',
+}
+export interface AiobservabilitytypesTextPartDTO {
+	/**
+	 * @type string
+	 */
+	content: string;
+	/**
+	 * @type string
+	 * @enum text
+	 */
+	type: AiobservabilitytypesTextPartDTOType;
+}
+
+export enum AiobservabilitytypesToolCallRequestPartDTOType {
+	tool_call = 'tool_call',
+}
+export interface AiobservabilitytypesToolCallRequestPartDTO {
+	arguments?: unknown;
+	/**
+	 * @type string,null
+	 */
+	id?: string | null;
+	/**
+	 * @type string
+	 */
+	name: string;
+	/**
+	 * @type string
+	 * @enum tool_call
+	 */
+	type: AiobservabilitytypesToolCallRequestPartDTOType;
+}
+
+export enum AiobservabilitytypesToolCallResponsePartDTOType {
+	tool_call_response = 'tool_call_response',
+}
+export type AiobservabilitytypesToolCallResponsePartDTOResponse =
+	| unknown
+	| null;
+
+export interface AiobservabilitytypesToolCallResponsePartDTO {
+	/**
+	 * @type string,null
+	 */
+	id?: string | null;
+	/**
+	 * @nullable true
+	 */
+	response: AiobservabilitytypesToolCallResponsePartDTOResponse;
+	/**
+	 * @type string
+	 * @enum tool_call_response
+	 */
+	type: AiobservabilitytypesToolCallResponsePartDTOType;
+}
+
+export interface AiobservabilitytypesGenericServerToolCallDTO {
+	[key: string]: unknown;
+}
+
+export enum AiobservabilitytypesServerToolCallPartDTOType {
+	server_tool_call = 'server_tool_call',
+}
+export interface AiobservabilitytypesServerToolCallPartDTO {
+	/**
+	 * @type string,null
+	 */
+	id?: string | null;
+	/**
+	 * @type string
+	 */
+	name: string;
+	server_tool_call: AiobservabilitytypesGenericServerToolCallDTO;
+	/**
+	 * @type string
+	 * @enum server_tool_call
+	 */
+	type: AiobservabilitytypesServerToolCallPartDTOType;
+}
+
+export interface AiobservabilitytypesGenericServerToolCallResponseDTO {
+	[key: string]: unknown;
+}
+
+export enum AiobservabilitytypesServerToolCallResponsePartDTOType {
+	server_tool_call_response = 'server_tool_call_response',
+}
+export interface AiobservabilitytypesServerToolCallResponsePartDTO {
+	/**
+	 * @type string,null
+	 */
+	id?: string | null;
+	server_tool_call_response: AiobservabilitytypesGenericServerToolCallResponseDTO;
+	/**
+	 * @type string
+	 * @enum server_tool_call_response
+	 */
+	type: AiobservabilitytypesServerToolCallResponsePartDTOType;
+}
+
+export enum AiobservabilitytypesFilePartDTOType {
+	file = 'file',
+}
+export interface AiobservabilitytypesFilePartDTO {
+	/**
+	 * @type string
+	 */
+	file_id: string;
+	/**
+	 * @type string,null
+	 */
+	mime_type?: string | null;
+	/**
+	 * @type string
+	 */
+	modality: string;
+	/**
+	 * @type string
+	 * @enum file
+	 */
+	type: AiobservabilitytypesFilePartDTOType;
+}
+
+export enum AiobservabilitytypesUriPartDTOType {
+	uri = 'uri',
+}
+export interface AiobservabilitytypesUriPartDTO {
+	/**
+	 * @type string,null
+	 */
+	mime_type?: string | null;
+	/**
+	 * @type string
+	 */
+	modality: string;
+	/**
+	 * @type string
+	 * @enum uri
+	 */
+	type: AiobservabilitytypesUriPartDTOType;
+	/**
+	 * @type string
+	 */
+	uri: string;
+}
+
+export enum AiobservabilitytypesReasoningPartDTOType {
+	reasoning = 'reasoning',
+}
+export interface AiobservabilitytypesReasoningPartDTO {
+	/**
+	 * @type string
+	 */
+	content: string;
+	/**
+	 * @type string
+	 * @enum reasoning
+	 */
+	type: AiobservabilitytypesReasoningPartDTOType;
+}
+
+export enum AiobservabilitytypesCompactionPartDTOType {
+	compaction = 'compaction',
+}
+export interface AiobservabilitytypesCompactionPartDTO {
+	/**
+	 * @type string,null
+	 */
+	content?: string | null;
+	/**
+	 * @type string,null
+	 */
+	id?: string | null;
+	/**
+	 * @type string
+	 * @enum compaction
+	 */
+	type: AiobservabilitytypesCompactionPartDTOType;
+}
+
+export interface AiobservabilitytypesGenericPartDTO {
+	[key: string]: unknown;
+}
+
+export type AiobservabilitytypesPartDTO =
+	| AiobservabilitytypesTextPartDTO
+	| AiobservabilitytypesToolCallRequestPartDTO
+	| AiobservabilitytypesToolCallResponsePartDTO
+	| AiobservabilitytypesServerToolCallPartDTO
+	| AiobservabilitytypesServerToolCallResponsePartDTO
+	| AiobservabilitytypesBlobPartDTO
+	| AiobservabilitytypesFilePartDTO
+	| AiobservabilitytypesUriPartDTO
+	| AiobservabilitytypesReasoningPartDTO
+	| AiobservabilitytypesCompactionPartDTO
+	| AiobservabilitytypesGenericPartDTO;
+
+export type AiobservabilitytypesPartsDTO = AiobservabilitytypesPartDTO[];
+
+export interface AiobservabilitytypesChatMessageDTO {
+	/**
+	 * @type string,null
+	 */
+	name?: string | null;
+	parts: AiobservabilitytypesPartsDTO;
+	/**
+	 * @type string
+	 */
+	role: string;
+}
+
+export type AiobservabilitytypesInputMessagesDTO =
+	AiobservabilitytypesChatMessageDTO[];
+
+export interface AiobservabilitytypesOutputMessageDTO {
+	/**
+	 * @type string,null
+	 */
+	finish_reason?: string | null;
+	/**
+	 * @type string,null
+	 */
+	name?: string | null;
+	parts: AiobservabilitytypesPartsDTO;
+	/**
+	 * @type string
+	 */
+	role: string;
+}
+
+export type AiobservabilitytypesOutputMessagesDTO =
+	AiobservabilitytypesOutputMessageDTO[];
+
 export interface AlertmanagertypesChannelDTO {
 	/**
 	 * @type string
@@ -4211,195 +4469,10 @@ export interface DashboardGridLayoutSpecDTO {
 	repeatVariable?: string;
 }
 
-export enum DashboardtypesAreaFillModeDTO {
-	solid = 'solid',
-	gradient = 'gradient',
+export enum DashboardtypesAIBuilderQuerySpecDTOSignal {
+	traces = 'traces',
 }
-/**
- * @minimum 0
- * @maximum 1
- * @nullable
- */
-export type DashboardtypesFillOpacityDTO = number | null;
-
-export enum DashboardtypesLineInterpolationDTO {
-	linear = 'linear',
-	spline = 'spline',
-	step_after = 'step_after',
-	step_before = 'step_before',
-}
-export enum DashboardtypesLineStyleDTO {
-	solid = 'solid',
-	dashed = 'dashed',
-}
-export interface DashboardtypesSpanGapsDTO {
-	/**
-	 * @type string
-	 * @description The maximum gap size to connect when fillOnlyBelow is true. Gaps larger than this duration are left disconnected.
-	 */
-	fillLessThan?: string;
-	/**
-	 * @type boolean
-	 * @description Controls whether lines connect across null values. When false (default), all gaps are connected. When true, only gaps smaller than fillLessThan are connected.
-	 */
-	fillOnlyBelow?: boolean;
-}
-
-export interface DashboardtypesAreaChartAppearanceDTO {
-	fillMode?: DashboardtypesAreaFillModeDTO;
-	fillOpacity?: DashboardtypesFillOpacityDTO | null;
-	lineInterpolation?: DashboardtypesLineInterpolationDTO;
-	lineStyle?: DashboardtypesLineStyleDTO;
-	/**
-	 * @type boolean
-	 */
-	showPoints?: boolean;
-	spanGaps?: DashboardtypesSpanGapsDTO;
-}
-
-export interface DashboardtypesAxesDTO {
-	/**
-	 * @type boolean
-	 */
-	isLogScale?: boolean;
-	/**
-	 * @type number,null
-	 */
-	softMax?: number | null;
-	/**
-	 * @type number,null
-	 */
-	softMin?: number | null;
-}
-
-export enum DashboardtypesPrecisionOptionDTO {
-	NUMBER_0 = '0',
-	NUMBER_1 = '1',
-	NUMBER_2 = '2',
-	NUMBER_3 = '3',
-	NUMBER_4 = '4',
-	full = 'full',
-}
-export interface DashboardtypesPanelFormattingDTO {
-	decimalPrecision?: DashboardtypesPrecisionOptionDTO;
-	/**
-	 * @type string
-	 */
-	unit?: string;
-}
-
-export enum DashboardtypesLegendModeDTO {
-	list = 'list',
-}
-export enum DashboardtypesLegendPositionDTO {
-	bottom = 'bottom',
-	right = 'right',
-}
-export type DashboardtypesLegendDTOCustomColorsAnyOf = {
-	[key: string]: string;
-};
-
-/**
- * @nullable
- */
-export type DashboardtypesLegendDTOCustomColors =
-	DashboardtypesLegendDTOCustomColorsAnyOf | null;
-
-export interface DashboardtypesLegendDTO {
-	/**
-	 * @type object,null
-	 */
-	customColors?: DashboardtypesLegendDTOCustomColors;
-	mode?: DashboardtypesLegendModeDTO;
-	position?: DashboardtypesLegendPositionDTO;
-}
-
-export interface DashboardtypesThresholdWithLabelDTO {
-	/**
-	 * @type string
-	 */
-	color: string;
-	/**
-	 * @type string
-	 */
-	label?: string;
-	/**
-	 * @type string
-	 */
-	unit?: string;
-	/**
-	 * @type number
-	 * @format double
-	 */
-	value: number;
-}
-
-export enum DashboardtypesStackModeDTO {
-	none = 'none',
-	normal = 'normal',
-	percent = 'percent',
-}
-export enum DashboardtypesTimePreferenceDTO {
-	global_time = 'global_time',
-	last_5_min = 'last_5_min',
-	last_15_min = 'last_15_min',
-	last_30_min = 'last_30_min',
-	last_1_hr = 'last_1_hr',
-	last_6_hr = 'last_6_hr',
-	last_1_day = 'last_1_day',
-	last_3_days = 'last_3_days',
-	last_1_week = 'last_1_week',
-	last_1_month = 'last_1_month',
-}
-export interface DashboardtypesAreaChartVisualizationDTO {
-	/**
-	 * @type boolean
-	 */
-	fillSpans?: boolean;
-	stack?: DashboardtypesStackModeDTO;
-	timePreference?: DashboardtypesTimePreferenceDTO;
-}
-
-export interface DashboardtypesAreaChartPanelSpecDTO {
-	axes?: DashboardtypesAxesDTO;
-	chartAppearance?: DashboardtypesAreaChartAppearanceDTO;
-	formatting?: DashboardtypesPanelFormattingDTO;
-	legend?: DashboardtypesLegendDTO;
-	/**
-	 * @type array,null
-	 */
-	thresholds?: DashboardtypesThresholdWithLabelDTO[] | null;
-	visualization?: DashboardtypesAreaChartVisualizationDTO;
-}
-
-export interface DashboardtypesBarChartVisualizationDTO {
-	/**
-	 * @type boolean
-	 */
-	fillSpans?: boolean;
-	/**
-	 * @type boolean
-	 */
-	stackedBarChart?: boolean;
-	timePreference?: DashboardtypesTimePreferenceDTO;
-}
-
-export interface DashboardtypesBarChartPanelSpecDTO {
-	axes?: DashboardtypesAxesDTO;
-	formatting?: DashboardtypesPanelFormattingDTO;
-	legend?: DashboardtypesLegendDTO;
-	/**
-	 * @type array,null
-	 */
-	thresholds?: DashboardtypesThresholdWithLabelDTO[] | null;
-	visualization?: DashboardtypesBarChartVisualizationDTO;
-}
-
-export interface DashboardtypesBasicVisualizationDTO {
-	timePreference?: DashboardtypesTimePreferenceDTO;
-}
-
-export interface Querybuildertypesv5LogAggregationDTO {
+export interface Querybuildertypesv5TraceAggregationDTO {
 	/**
 	 * @type string
 	 */
@@ -4638,13 +4711,274 @@ export interface TelemetrytypesTelemetryFieldKeyDTO {
 	unit?: string;
 }
 
-export enum Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5LogAggregationDTOSignal {
-	logs = 'logs',
-}
 export enum TelemetrytypesSourceDTO {
 	meter = 'meter',
 	'' = '',
 }
+export interface DashboardtypesAIBuilderQuerySpecDTO {
+	/**
+	 * @type array,null
+	 */
+	aggregations?: Querybuildertypesv5TraceAggregationDTO[] | null;
+	bucketOptions?: Querybuildertypesv5BucketOptionsDTO;
+	/**
+	 * @type string
+	 */
+	cursor?: string;
+	/**
+	 * @type boolean
+	 */
+	disabled?: boolean;
+	filter?: Querybuildertypesv5FilterDTO;
+	/**
+	 * @type array,null
+	 */
+	functions?: Querybuildertypesv5FunctionDTO[] | null;
+	/**
+	 * @type array,null
+	 */
+	groupBy?: Querybuildertypesv5GroupByKeyDTO[] | null;
+	having?: Querybuildertypesv5HavingDTO;
+	/**
+	 * @type string
+	 */
+	legend?: string;
+	/**
+	 * @type integer
+	 */
+	limit?: number;
+	limitBy?: Querybuildertypesv5LimitByDTO;
+	/**
+	 * @type string
+	 */
+	name?: string;
+	/**
+	 * @type integer
+	 */
+	offset?: number;
+	/**
+	 * @type array,null
+	 */
+	order?: Querybuildertypesv5OrderByDTO[] | null;
+	/**
+	 * @type array,null
+	 */
+	secondaryAggregations?: Querybuildertypesv5SecondaryAggregationDTO[] | null;
+	/**
+	 * @type array,null
+	 */
+	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[] | null;
+	/**
+	 * @enum traces
+	 * @type string
+	 */
+	signal: DashboardtypesAIBuilderQuerySpecDTOSignal;
+	source?: TelemetrytypesSourceDTO;
+	stepInterval?: Querybuildertypesv5StepDTO;
+}
+
+export enum DashboardtypesAreaFillModeDTO {
+	solid = 'solid',
+	gradient = 'gradient',
+}
+/**
+ * @minimum 0
+ * @maximum 1
+ * @nullable
+ */
+export type DashboardtypesFillOpacityDTO = number | null;
+
+export enum DashboardtypesLineInterpolationDTO {
+	linear = 'linear',
+	spline = 'spline',
+	step_after = 'step_after',
+	step_before = 'step_before',
+}
+export enum DashboardtypesLineStyleDTO {
+	solid = 'solid',
+	dashed = 'dashed',
+}
+export interface DashboardtypesSpanGapsDTO {
+	/**
+	 * @type string
+	 * @description The maximum gap size to connect when fillOnlyBelow is true. Gaps larger than this duration are left disconnected.
+	 */
+	fillLessThan?: string;
+	/**
+	 * @type boolean
+	 * @description Controls whether lines connect across null values. When false (default), all gaps are connected. When true, only gaps smaller than fillLessThan are connected.
+	 */
+	fillOnlyBelow?: boolean;
+}
+
+export interface DashboardtypesAreaChartAppearanceDTO {
+	fillMode?: DashboardtypesAreaFillModeDTO;
+	fillOpacity?: DashboardtypesFillOpacityDTO | null;
+	lineInterpolation?: DashboardtypesLineInterpolationDTO;
+	lineStyle?: DashboardtypesLineStyleDTO;
+	/**
+	 * @type boolean
+	 */
+	showPoints?: boolean;
+	spanGaps?: DashboardtypesSpanGapsDTO;
+}
+
+export interface DashboardtypesAxesDTO {
+	/**
+	 * @type boolean
+	 */
+	isLogScale?: boolean;
+	/**
+	 * @type number,null
+	 */
+	softMax?: number | null;
+	/**
+	 * @type number,null
+	 */
+	softMin?: number | null;
+}
+
+export enum DashboardtypesPrecisionOptionDTO {
+	NUMBER_0 = '0',
+	NUMBER_1 = '1',
+	NUMBER_2 = '2',
+	NUMBER_3 = '3',
+	NUMBER_4 = '4',
+	full = 'full',
+}
+export interface DashboardtypesPanelFormattingDTO {
+	decimalPrecision?: DashboardtypesPrecisionOptionDTO;
+	/**
+	 * @type string
+	 */
+	unit?: string;
+}
+
+export enum DashboardtypesLegendModeDTO {
+	list = 'list',
+}
+export enum DashboardtypesLegendPositionDTO {
+	bottom = 'bottom',
+	right = 'right',
+}
+export type DashboardtypesLegendDTOCustomColorsAnyOf = {
+	[key: string]: string;
+};
+
+/**
+ * @nullable
+ */
+export type DashboardtypesLegendDTOCustomColors =
+	DashboardtypesLegendDTOCustomColorsAnyOf | null;
+
+export interface DashboardtypesLegendDTO {
+	/**
+	 * @type object,null
+	 */
+	customColors?: DashboardtypesLegendDTOCustomColors;
+	mode?: DashboardtypesLegendModeDTO;
+	position?: DashboardtypesLegendPositionDTO;
+}
+
+export interface DashboardtypesThresholdWithLabelDTO {
+	/**
+	 * @type string
+	 */
+	color: string;
+	/**
+	 * @type string
+	 */
+	label?: string;
+	/**
+	 * @type string
+	 */
+	unit?: string;
+	/**
+	 * @type number
+	 * @format double
+	 */
+	value: number;
+}
+
+export enum DashboardtypesStackModeDTO {
+	none = 'none',
+	normal = 'normal',
+	percent = 'percent',
+}
+export enum DashboardtypesTimePreferenceDTO {
+	global_time = 'global_time',
+	last_5_min = 'last_5_min',
+	last_15_min = 'last_15_min',
+	last_30_min = 'last_30_min',
+	last_1_hr = 'last_1_hr',
+	last_6_hr = 'last_6_hr',
+	last_1_day = 'last_1_day',
+	last_3_days = 'last_3_days',
+	last_1_week = 'last_1_week',
+	last_1_month = 'last_1_month',
+}
+export interface DashboardtypesAreaChartVisualizationDTO {
+	/**
+	 * @type boolean
+	 */
+	fillSpans?: boolean;
+	stack?: DashboardtypesStackModeDTO;
+	timePreference?: DashboardtypesTimePreferenceDTO;
+}
+
+export interface DashboardtypesAreaChartPanelSpecDTO {
+	axes?: DashboardtypesAxesDTO;
+	chartAppearance?: DashboardtypesAreaChartAppearanceDTO;
+	formatting?: DashboardtypesPanelFormattingDTO;
+	legend?: DashboardtypesLegendDTO;
+	/**
+	 * @type array,null
+	 */
+	thresholds?: DashboardtypesThresholdWithLabelDTO[] | null;
+	visualization?: DashboardtypesAreaChartVisualizationDTO;
+}
+
+export interface DashboardtypesBarChartVisualizationDTO {
+	/**
+	 * @type boolean
+	 */
+	fillSpans?: boolean;
+	/**
+	 * @type boolean
+	 */
+	stackedBarChart?: boolean;
+	timePreference?: DashboardtypesTimePreferenceDTO;
+}
+
+export interface DashboardtypesBarChartPanelSpecDTO {
+	axes?: DashboardtypesAxesDTO;
+	formatting?: DashboardtypesPanelFormattingDTO;
+	legend?: DashboardtypesLegendDTO;
+	/**
+	 * @type array,null
+	 */
+	thresholds?: DashboardtypesThresholdWithLabelDTO[] | null;
+	visualization?: DashboardtypesBarChartVisualizationDTO;
+}
+
+export interface DashboardtypesBasicVisualizationDTO {
+	timePreference?: DashboardtypesTimePreferenceDTO;
+}
+
+export interface Querybuildertypesv5LogAggregationDTO {
+	/**
+	 * @type string
+	 */
+	alias?: string;
+	/**
+	 * @type string
+	 */
+	expression?: string;
+}
+
+export enum Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5LogAggregationDTOSignal {
+	logs = 'logs',
+}
 export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5LogAggregationDTO {
 	/**
 	 * @type array,null
@@ -4835,17 +5169,6 @@ export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTyp
 	stepInterval?: Querybuildertypesv5StepDTO;
 }
 
-export interface Querybuildertypesv5TraceAggregationDTO {
-	/**
-	 * @type string
-	 */
-	alias?: string;
-	/**
-	 * @type string
-	 */
-	expression?: string;
-}
-
 export enum Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5TraceAggregationDTOSignal {
 	traces = 'traces',
 }
@@ -5404,6 +5727,18 @@ export interface DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDa
 	spec: DashboardtypesBuilderQuerySpecDTO;
 }
 
+export enum DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAIBuilderQuerySpecDTOKind {
+	'signoz/AIBuilderQuery' = 'signoz/AIBuilderQuery',
+}
+export interface DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAIBuilderQuerySpecDTO {
+	/**
+	 * @enum signoz/AIBuilderQuery
+	 * @type string
+	 */
+	kind: DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAIBuilderQuerySpecDTOKind;
+	spec: DashboardtypesAIBuilderQuerySpecDTO;
+}
+
 export enum DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5CompositeQueryDTOKind {
 	'signoz/CompositeQuery' = 'signoz/CompositeQuery',
 }
@@ -5695,6 +6030,7 @@ export interface DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQu
 
 export type DashboardtypesQueryPluginDTO =
 	| DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesBuilderQuerySpecDTO
+	| DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAIBuilderQuerySpecDTO
 	| DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5CompositeQueryDTO
 	| DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5QueryBuilderFormulaDTO
 	| DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5PromQueryDTO
@@ -6373,6 +6709,7 @@ export interface DashboardtypesPostablePublicDashboardDTO {
 
 export enum DashboardtypesQueryPluginKindDTO {
 	'signoz/BuilderQuery' = 'signoz/BuilderQuery',
+	'signoz/AIBuilderQuery' = 'signoz/AIBuilderQuery',
 	'signoz/CompositeQuery' = 'signoz/CompositeQuery',
 	'signoz/Formula' = 'signoz/Formula',
 	'signoz/PromQLQuery' = 'signoz/PromQLQuery',
@@ -11452,6 +11789,16 @@ export interface SpantypesThreadSpanDTO {
 	 * @type array
 	 */
 	events: SpantypesEventDTO[];
+	formatted_input: AiobservabilitytypesInputMessagesDTO;
+	formatted_output: AiobservabilitytypesOutputMessagesDTO;
+	/**
+	 * @type string
+	 */
+	formatter: string;
+	/**
+	 * @type array
+	 */
+	formatter_warnings: string[];
 	/**
 	 * @type boolean
 	 */

frontend/src/api/generated/services/tracedetail/index.ts

@@ -261,7 +261,7 @@ export const invalidateGetTraceSummary = async (
 };
 
 /**
- * Returns the spans carrying gen_ai input or output messages in timestamp order. Pass nextCursor as after or prevCursor as before to page, or spanId to open the page around a span.
+ * Returns the spans carrying gen_ai input or output messages, or a tool execution, in timestamp order. Messages already in the OTel GenAI shape are decoded into formatted_input and formatted_output, with formatter naming the converter and formatter_warnings what it could not resolve. Pass nextCursor as after or prevCursor as before to page, or spanId to open the page around a span.
  * @summary Get thread view for a trace
  */
 export const getTraceThread = (

frontend/src/components/QueryBuilderV2/QueryBuilderV2.tsx

@@ -4,7 +4,11 @@ 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';
@@ -60,8 +64,16 @@ 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;
@@ -74,15 +86,20 @@ export const QueryBuilderV2 = memo(function QueryBuilderV2({
 		initialDataSource,
 		currentDataSource,
 		newPanelType,
+		isAIQuery,
 	]);
 
 	useEffect(() => {
 		// always clear on mount and unmount to avoid stale data
+		// hosts opting into savePreviousQuery own the clear, as they may remount this builder mid-edit
+		if (savePreviousQuery) {
+			return undefined;
+		}
 		clearPreviousQuery();
 		return (): void => {
 			clearPreviousQuery();
 		};
-	}, []);
+	}, [savePreviousQuery]);
 
 	const resolvedConfig = useMemo(
 		() =>

frontend/src/lib/newQueryBuilder/queryBuilderMappers/mapQueryDataFromApi.ts

@@ -30,7 +30,10 @@ const mapQueryFromV5 = (compositeQuery: ICompositeMetricQuery): Query => {
 	> = {};
 	const builderQueryTypes: Record<
 		string,
-		'builder_query' | 'builder_formula' | 'builder_trace_operator'
+		| 'builder_query'
+		| 'builder_ai_query'
+		| 'builder_formula'
+		| 'builder_trace_operator'
 	> = {};
 	const promQueries: IPromQLQuery[] = [];
 	const clickhouseQueries: IClickHouseQuery[] = [];
@@ -44,6 +47,14 @@ const mapQueryFromV5 = (compositeQuery: ICompositeMetricQuery): Query => {
 				);
 				builderQueryTypes[spec.name] = 'builder_query';
 			}
+		} else if (q.type === 'builder_ai_query') {
+			if (spec.name) {
+				builderQueries[spec.name] = {
+					...convertBuilderQueryToIBuilderQuery(spec as BuilderQuery),
+					builderQueryType: 'builder_ai_query',
+				};
+				builderQueryTypes[spec.name] = 'builder_ai_query';
+			}
 		} else if (q.type === 'builder_formula') {
 			if (spec.name) {
 				builderQueries[spec.name] = convertQueryBuilderFormulaToIBuilderFormula(

frontend/src/lib/newQueryBuilder/transformQueryBuilderDataModel.ts

@@ -15,7 +15,10 @@ export const transformQueryBuilderDataModel = (
 	data: BuilderQueryDataResourse,
 	queryTypes?: Record<
 		string,
-		'builder_query' | 'builder_formula' | 'builder_trace_operator'
+		| 'builder_query'
+		| 'builder_ai_query'
+		| 'builder_formula'
+		| 'builder_trace_operator'
 	>,
 ): QueryBuilderData => {
 	const queryData: QueryBuilderData['queryData'] = [];

frontend/src/lib/query/__tests__/builderEnvelope.test.ts

@@ -0,0 +1,53 @@
+import type { Querybuildertypesv5QueryEnvelopeDTO } from 'api/generated/services/sigNoz.schemas';
+
+import {
+	isAIBuilderEnvelope,
+	isBuilderEnvelope,
+	isBuilderPluginKind,
+} from '../builderEnvelope';
+
+const envelope = (type: string): Querybuildertypesv5QueryEnvelopeDTO =>
+	({ type, spec: {} }) as unknown as Querybuildertypesv5QueryEnvelopeDTO;
+
+describe('builder envelope predicates', () => {
+	describe('isBuilderEnvelope', () => {
+		it.each(['builder_query', 'builder_ai_query'])('accepts %s', (type) => {
+			expect(isBuilderEnvelope(envelope(type))).toBe(true);
+		});
+
+		it.each([
+			'builder_formula',
+			'builder_trace_operator',
+			'promql',
+			'clickhouse_sql',
+		])('rejects %s', (type) => {
+			expect(isBuilderEnvelope(envelope(type))).toBe(false);
+		});
+	});
+
+	describe('isAIBuilderEnvelope', () => {
+		it('accepts builder_ai_query', () => {
+			expect(isAIBuilderEnvelope(envelope('builder_ai_query'))).toBe(true);
+		});
+
+		it('rejects builder_query', () => {
+			expect(isAIBuilderEnvelope(envelope('builder_query'))).toBe(false);
+		});
+	});
+
+	describe('isBuilderPluginKind', () => {
+		it.each(['signoz/BuilderQuery', 'signoz/AIBuilderQuery'])(
+			'accepts %s',
+			(kind) => {
+				expect(isBuilderPluginKind(kind)).toBe(true);
+			},
+		);
+
+		it.each(['signoz/CompositeQuery', 'signoz/PromQLQuery'])(
+			'rejects %s',
+			(kind) => {
+				expect(isBuilderPluginKind(kind)).toBe(false);
+			},
+		);
+	});
+});

frontend/src/lib/query/__tests__/panelTypeDataSourceFormValuesMap.test.ts

@@ -61,6 +61,16 @@ describe('panelTypeDataSourceFormValuesMap', () => {
 		expect(uncovered).toStrictEqual([]);
 	});
 
+	// The AI tab is derived from this tag, so a panel that drops it on a switch falls
+	// back to plain Query Builder mid-edit.
+	it('carries the AI query tag into every panel type', () => {
+		Object.values(panelTypeDataSourceFormValuesMap).forEach((sources) => {
+			expect(sources[DataSource.TRACES].builder.queryData).toContain(
+				'builderQueryType',
+			);
+		});
+	});
+
 	it('shares one builder surface between logs and traces', () => {
 		Object.values(panelTypeDataSourceFormValuesMap).forEach((sources) => {
 			expect(sources[DataSource.LOGS].builder.queryData).toStrictEqual(

frontend/src/lib/query/builderEnvelope.ts

@@ -0,0 +1,47 @@
+import type {
+	Querybuildertypesv5QueryEnvelopeBuilderAIDTO,
+	Querybuildertypesv5QueryEnvelopeBuilderDTO,
+	Querybuildertypesv5QueryEnvelopeDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import {
+	DashboardtypesQueryPluginKindDTO,
+	Querybuildertypesv5QueryEnvelopeBuilderAIDTOType,
+	Querybuildertypesv5QueryEnvelopeBuilderDTOType,
+} from 'api/generated/services/sigNoz.schemas';
+
+const BUILDER_ENVELOPE_TYPES: string[] = [
+	Querybuildertypesv5QueryEnvelopeBuilderDTOType.builder_query,
+	Querybuildertypesv5QueryEnvelopeBuilderAIDTOType.builder_ai_query,
+];
+
+/** True for `builder_query` and `builder_ai_query`. Formulas and trace operators are excluded. */
+export function isBuilderEnvelope(
+	envelope: Querybuildertypesv5QueryEnvelopeDTO,
+): envelope is
+	| Querybuildertypesv5QueryEnvelopeBuilderDTO
+	| Querybuildertypesv5QueryEnvelopeBuilderAIDTO {
+	return BUILDER_ENVELOPE_TYPES.includes(envelope.type);
+}
+
+export function isAIBuilderEnvelope(
+	envelope: Querybuildertypesv5QueryEnvelopeDTO,
+): envelope is Querybuildertypesv5QueryEnvelopeBuilderAIDTO {
+	return (
+		envelope.type ===
+		Querybuildertypesv5QueryEnvelopeBuilderAIDTOType.builder_ai_query
+	);
+}
+
+const BUILDER_PLUGIN_KINDS: string[] = [
+	DashboardtypesQueryPluginKindDTO['signoz/BuilderQuery'],
+	DashboardtypesQueryPluginKindDTO['signoz/AIBuilderQuery'],
+];
+
+/**
+ * True for a bare `signoz/BuilderQuery` or `signoz/AIBuilderQuery` plugin (the form List
+ * panels use). Inside a CompositeQuery an AI query is a `builder_ai_query` envelope, matched
+ * by `isBuilderEnvelope`.
+ */
+export function isBuilderPluginKind(kind: string): boolean {
+	return BUILDER_PLUGIN_KINDS.includes(kind);
+}

frontend/src/lib/query/panelTypeDataSourceFormValuesMap.ts

@@ -44,6 +44,8 @@ const IS_CARRIED = {
 	orderBy: true,
 	reduceTo: true,
 	legend: true,
+	// Identifies an AI query, so the panel keeps authoring in AI mode after the switch.
+	builderQueryType: true,
 	// `dataSource` is appended by the provider; the rest drive surfaces this switch
 	// does not reach.
 	// Heatmap only; listed for it below.
@@ -54,7 +56,6 @@ const IS_CARRIED = {
 	offset: false,
 	selectColumns: false,
 	source: false,
-	builderQueryType: false,
 } satisfies Record<BuilderField, boolean>;
 
 function omit(

frontend/src/lib/query/queryMode.ts

@@ -0,0 +1,51 @@
+import {
+	BuilderVariant,
+	type Query,
+	QueryMode,
+} from 'types/api/queryBuilder/queryBuilderData';
+
+/** Which variant the `builder` slot holds, whatever query type is active. */
+export function getBuilderVariant(builder: Query['builder']): BuilderVariant {
+	return builder.queryData[0]?.builderQueryType === QueryMode.AI_QUERY_BUILDER
+		? BuilderVariant.AI
+		: BuilderVariant.MAIN;
+}
+
+/** The variant a tab authors; `undefined` for tabs that own their own slot. */
+export function toBuilderVariant(mode: QueryMode): BuilderVariant | undefined {
+	if (mode === QueryMode.AI_QUERY_BUILDER) {
+		return BuilderVariant.AI;
+	}
+	return mode === QueryMode.QUERY_BUILDER ? BuilderVariant.MAIN : undefined;
+}
+
+/** The tab a query belongs to: its query type, or AI when a builder query carries the tag. */
+export function getQueryMode(query: Query): QueryMode {
+	if (query.queryType !== QueryMode.QUERY_BUILDER) {
+		return query.queryType;
+	}
+	return getBuilderVariant(query.builder) === BuilderVariant.AI
+		? QueryMode.AI_QUERY_BUILDER
+		: QueryMode.QUERY_BUILDER;
+}
+
+/** Query Builder and AI both author `Query.builder`; the other modes own their own slot. */
+export function isBuilderMode(mode: QueryMode): boolean {
+	return toBuilderVariant(mode) !== undefined;
+}
+
+/** Drops the AI tag, leaving the same query readable as a plain builder query. */
+export function withoutAIQueryTag(query: Query): Query {
+	if (getBuilderVariant(query.builder) !== BuilderVariant.AI) {
+		return query;
+	}
+	return {
+		...query,
+		builder: {
+			...query.builder,
+			queryData: query.builder.queryData.map(
+				({ builderQueryType: _tag, ...queryData }) => queryData,
+			),
+		},
+	};
+}

frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/__tests__/heatmapPlugin.test.ts

@@ -1,6 +1,6 @@
 import type uPlot from 'uplot';
 
-import { DEFAULT_HEATMAP_COLORS } from '../colorScale';
+import { DEFAULT_COLOR_RAMP_OPTIONS } from 'lib/visualization/colorRamp/colorScale';
 import { resolveHeatmapYAxis } from '../geometry';
 import { createHeatmapHooks } from '../heatmapPlugin';
 import { HeatmapAxisScale, HeatmapCell } from '../types';
@@ -103,7 +103,7 @@ function createHooks(
 	return createHeatmapHooks({
 		yAxis: Y_AXIS,
 		step: STEP,
-		colors: DEFAULT_HEATMAP_COLORS,
+		colors: DEFAULT_COLOR_RAMP_OPTIONS,
 		isDarkMode: true,
 		seriesColor: '#4e74f8',
 		dimOnHover,

frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/colorScale.ts

@@ -1,257 +0,0 @@
-import { Color as DesignToken } from '@signozhq/design-tokens';
-import Color from 'color';
-
-import { DEFAULT_HEATMAP_PALETTE, getPaletteStops } from './palettes';
-import {
-	HeatmapColorMode,
-	HeatmapColorOptions,
-	HeatmapColorScale,
-} from './types';
-
-export const MIN_COLOR_STEPS = 2;
-export const MAX_COLOR_STEPS = 128;
-export const DEFAULT_COLOR_STEPS = 64;
-
-/** Without a floor, the lowest counts read as "no data". */
-export const MIN_OPACITY_ALPHA = 0.1;
-
-/** Log's bottom when the grid holds no positive count to take it from. */
-const DEFAULT_LOG_FLOOR = 1;
-
-/** Widest span a single ramp is stretched over on a log scale. */
-const MAX_LOG_DECADES = 6;
-
-/** Used when neither an explicit fill nor a series colour is available. */
-export const DEFAULT_OPACITY_FILL = DesignToken.BG_ROBIN_500;
-
-/** Zero takes the panel surface so an empty stretch recedes, leaving the ramp's
- *  bottom to the smallest count that did occur — on a log scale the two collapse. */
-const ZERO_FILL: Record<'dark' | 'light', string> = {
-	dark: DesignToken.BG_INK_500,
-	light: DesignToken.BG_VANILLA_100,
-};
-
-export const DEFAULT_HEATMAP_COLORS: HeatmapColorOptions = {
-	mode: HeatmapColorMode.Palette,
-	scale: HeatmapColorScale.Log,
-	minCount: null,
-	maxCount: null,
-	palette: DEFAULT_HEATMAP_PALETTE,
-	steps: DEFAULT_COLOR_STEPS,
-	fill: '',
-};
-
-export interface CountDomain {
-	min: number;
-	max: number;
-	/** Bottom decade of the log scale: the smallest count it separates from zero.
-	 *  Always positive, since log has no bottom otherwise. */
-	logFloor: number;
-}
-
-/** Highest count, ignoring `null`. 0 for an empty grid. */
-export function getMaxCount(counts: Array<Array<number | null>>): number {
-	let max = 0;
-	for (const row of counts) {
-		for (const count of row) {
-			if (count !== null && Number.isFinite(count) && count > max) {
-				max = count;
-			}
-		}
-	}
-	return max;
-}
-
-/** Smallest count above zero, ignoring `null`. `null` for a grid without one. */
-export function getSmallestPositiveCount(
-	counts: Array<Array<number | null>>,
-): number | null {
-	let smallest: number | null = null;
-	for (const row of counts) {
-		for (const count of row) {
-			if (
-				count !== null &&
-				Number.isFinite(count) &&
-				count > 0 &&
-				(smallest === null || count < smallest)
-			) {
-				smallest = count;
-			}
-		}
-	}
-	return smallest;
-}
-
-/**
- * The grid's own resolution: whole counts floor at 1, while a heatmap of rates or
- * ratios can live entirely below it, where a fixed floor of 1 would flatten every
- * cell onto the bottom colour. Capped at `MAX_LOG_DECADES` so one stray tiny cell
- * cannot stretch the ramp over a range nothing else occupies.
- */
-function resolveLogFloor(
-	counts: Array<Array<number | null>>,
-	max: number,
-): number {
-	const smallest = getSmallestPositiveCount(counts) ?? DEFAULT_LOG_FLOOR;
-	return Math.max(smallest, max / 10 ** MAX_LOG_DECADES);
-}
-
-/** Explicit clamps win; otherwise 0 to the grid's highest count. */
-export function resolveCountDomain(
-	options: Pick<HeatmapColorOptions, 'minCount' | 'maxCount'>,
-	counts: Array<Array<number | null>>,
-): CountDomain {
-	const min = options.minCount ?? 0;
-	const max = options.maxCount ?? getMaxCount(counts);
-	const logFloor = resolveLogFloor(counts, max);
-	return max > min ? { min, max, logFloor } : { min, max: min, logFloor };
-}
-
-/** Position on the colour scale, 0..1. A degenerate domain collapses to 0 so an
- *  all-zero grid renders at the bottom rather than disappearing. */
-export function normalizeCount({
-	count,
-	domain,
-	scale,
-}: {
-	count: number;
-	domain: CountDomain;
-	scale: HeatmapColorScale;
-}): number {
-	const { min, max } = domain;
-	if (!(max > min)) {
-		return 0;
-	}
-
-	const clamped = Math.min(Math.max(count, min), max);
-
-	if (scale === HeatmapColorScale.Log) {
-		// Anything at or below the floor sits at the bottom; log cannot place it.
-		const bottom = Math.max(min, domain.logFloor);
-		const logMin = Math.log10(bottom);
-		const logMax = Math.log10(max);
-		if (logMax > logMin) {
-			return (Math.log10(Math.max(clamped, bottom)) - logMin) / (logMax - logMin);
-		}
-		// The floor already reaches the top of the domain, so there is no span to
-		// spread logarithmically. Fall through rather than flatten the whole grid.
-	}
-
-	const linear = (clamped - min) / (max - min);
-	return scale === HeatmapColorScale.Sqrt ? Math.sqrt(linear) : linear;
-}
-
-export function clampColorSteps(steps: number): number {
-	if (!Number.isFinite(steps)) {
-		return DEFAULT_COLOR_STEPS;
-	}
-	return Math.min(Math.max(Math.round(steps), MIN_COLOR_STEPS), MAX_COLOR_STEPS);
-}
-
-/** Colour at `t` (0..1) along a multi-stop ramp. */
-function sampleStops(stops: string[], t: number): string {
-	if (stops.length === 0) {
-		return 'transparent';
-	}
-	if (stops.length === 1) {
-		return stops[0];
-	}
-	const scaled = Math.min(Math.max(t, 0), 1) * (stops.length - 1);
-	const lower = Math.min(Math.floor(scaled), stops.length - 2);
-	return Color(stops[lower])
-		.mix(Color(stops[lower + 1]), scaled - lower)
-		.hex();
-}
-
-/**
- * Colour the densest cells are drawn with — the palette's extreme, or the opacity
- * fill at full strength. Depends only on the options, not on the data, so callers
- * can read it before a grid exists.
- */
-export function resolveExtremeColor({
-	options,
-	isDarkMode,
-	seriesColor,
-}: {
-	options: HeatmapColorOptions;
-	isDarkMode: boolean;
-	seriesColor: string;
-}): string {
-	if (options.mode === HeatmapColorMode.Opacity) {
-		return options.fill || seriesColor || DEFAULT_OPACITY_FILL;
-	}
-	const stops = getPaletteStops(options.palette, isDarkMode);
-	return stops[stops.length - 1] ?? DEFAULT_OPACITY_FILL;
-}
-
-export interface HeatmapColorResolver {
-	/** `null` for a `null` count, which must be hatched. */
-	colorFor: (count: number | null) => string | null;
-	/** 0..1, or `null` for a `null` count. */
-	positionOf: (count: number | null) => number | null;
-	/** Low to high. The colour bar renders exactly these. */
-	ramp: string[];
-	domain: CountDomain;
-}
-
-/** Palette mode walks a sequential ramp; opacity mode varies the alpha of one
- *  fill, so the grid matches its group's legend swatch. */
-export function createHeatmapColorResolver({
-	options,
-	domain,
-	isDarkMode,
-	seriesColor,
-}: {
-	options: HeatmapColorOptions;
-	domain: CountDomain;
-	isDarkMode: boolean;
-	/** Opacity-mode fill when `options.fill` is empty. */
-	seriesColor: string;
-}): HeatmapColorResolver {
-	const steps = clampColorSteps(options.steps);
-	const positions = Array.from({ length: steps }, (_, index) =>
-		steps === 1 ? 0 : index / (steps - 1),
-	);
-
-	let ramp: string[];
-	if (options.mode === HeatmapColorMode.Opacity) {
-		const base = Color(options.fill || seriesColor || DEFAULT_OPACITY_FILL);
-		ramp = positions.map((t) =>
-			base
-				.alpha(MIN_OPACITY_ALPHA + t * (1 - MIN_OPACITY_ALPHA))
-				.rgb()
-				.string(),
-		);
-	} else {
-		const stops = getPaletteStops(options.palette, isDarkMode);
-		ramp = positions.map((t) => sampleStops(stops, t));
-	}
-
-	const positionOf = (count: number | null): number | null => {
-		if (count === null || !Number.isFinite(count)) {
-			return null;
-		}
-		return normalizeCount({ count, domain, scale: options.scale });
-	};
-
-	// An explicit `minCount` above zero makes it a clamped value like any other.
-	const zeroFill =
-		domain.min <= 0 ? ZERO_FILL[isDarkMode ? 'dark' : 'light'] : null;
-
-	return {
-		positionOf,
-		colorFor: (count): string | null => {
-			if (count === 0 && zeroFill !== null) {
-				return zeroFill;
-			}
-			const t = positionOf(count);
-			if (t === null) {
-				return null;
-			}
-			const index = Math.min(Math.floor(t * steps), steps - 1);
-			return ramp[index];
-		},
-		ramp,
-		domain,
-	};
-}

frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/heatmapPlugin.ts

@@ -1,10 +1,10 @@
 import uPlot from 'uplot';
 
 import {
-	createHeatmapColorResolver,
-	HeatmapColorResolver,
-	resolveCountDomain,
-} from './colorScale';
+	createColorRampResolver,
+	ColorRampResolver,
+	resolveColorDomain,
+} from 'lib/visualization/colorRamp/colorScale';
 import { resolveColumnIndex, resolveRowIndex } from './geometry';
 import {
 	createHoverOverlay,
@@ -12,13 +12,14 @@ import {
 	showHoverOverlay,
 } from './hoverOverlay';
 import { createHatchPattern, drawCells, drawOverflowBoundary } from './paint';
-import { HeatmapCell, HeatmapColorOptions, HeatmapYAxis } from './types';
+import { HeatmapCell, HeatmapYAxis } from './types';
+import { ColorRampOptions } from 'lib/visualization/colorRamp/types';
 
 export interface HeatmapRenderOptions {
 	yAxis: HeatmapYAxis;
 	/** Column width in seconds. */
 	step: number;
-	colors: HeatmapColorOptions;
+	colors: ColorRampOptions;
 	isDarkMode: boolean;
 	/** Opacity-mode fill when `colors.fill` is empty. */
 	seriesColor: string;
@@ -58,15 +59,15 @@ export function createHeatmapHooks({
 	// config-build time. Resolving lazily keeps a refetch on uPlot's `setData` path
 	// rather than forcing a rebuild.
 	let cachedData: uPlot.AlignedData | null = null;
-	let cachedResolver: HeatmapColorResolver | null = null;
+	let cachedResolver: ColorRampResolver | null = null;
 
-	function getResolver(u: uPlot): HeatmapColorResolver {
+	function getResolver(u: uPlot): ColorRampResolver {
 		if (cachedResolver && cachedData === u.data) {
 			return cachedResolver;
 		}
-		cachedResolver = createHeatmapColorResolver({
+		cachedResolver = createColorRampResolver({
 			options: colors,
-			domain: resolveCountDomain(
+			domain: resolveColorDomain(
 				colors,
 				u.data.slice(1) as Array<Array<number | null>>,
 			),

frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/paint.ts

@@ -1,7 +1,7 @@
 import { Color } from '@signozhq/design-tokens';
 import uPlot from 'uplot';
 
-import { HeatmapColorResolver } from './colorScale';
+import { ColorRampResolver } from 'lib/visualization/colorRamp/colorScale';
 import { HeatmapYAxis } from './types';
 
 /** Cells at least this wide/tall keep a hairline separator. */
@@ -54,7 +54,7 @@ export function drawCells({
 	u: uPlot;
 	yAxis: HeatmapYAxis;
 	step: number;
-	resolver: HeatmapColorResolver;
+	resolver: ColorRampResolver;
 	hatchPattern: CanvasPattern | null;
 }): void {
 	const { ctx } = u;

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

@@ -1,44 +1,3 @@
-export enum HeatmapColorScale {
-	Log = 'log',
-	Sqrt = 'sqrt',
-	Linear = 'linear',
-}
-
-export enum HeatmapColorMode {
-	Palette = 'palette',
-	Opacity = 'opacity',
-}
-
-/** Sequential ramps only: colour means "count", so a midpoint or hue cycle would
- *  read as a threshold that does not exist. */
-export enum HeatmapColorPalette {
-	Ice = 'ice',
-	Moss = 'moss',
-	Rust = 'rust',
-	Graphite = 'graphite',
-	Ember = 'ember',
-	Lagoon = 'lagoon',
-	Orchid = 'orchid',
-	Verdant = 'verdant',
-	Lava = 'lava',
-	Beacon = 'beacon',
-}
-
-export interface HeatmapColorOptions {
-	mode: HeatmapColorMode;
-	scale: HeatmapColorScale;
-	/** `null` derives it, which is always 0 — a count of 0 belongs at the bottom. */
-	minCount: number | null;
-	/** `null` derives it from the grid's highest count. */
-	maxCount: number | null;
-	palette: HeatmapColorPalette;
-	/** Colour steps the ramp is quantised into, 2..128. Unrelated to `step`, the
-	 *  column width in seconds. */
-	steps: number;
-	/** Opacity mode. Empty falls back to the caller's series colour. */
-	fill: string;
-}
-
 /** Row-height distribution of the bucket axis. */
 export enum HeatmapAxisScale {
 	/** Whichever of the three below the boundaries admit: log when they are all

frontend/src/lib/visualization/charts/GeoMap/GeoMap.module.scss

@@ -0,0 +1,29 @@
+// Same theme hooks as the SVG chart; canvas reads them through readPalette().
+.wrapper {
+	--geo-no-data: var(--l3-background);
+	--geo-context: var(--l2-background);
+	--geo-border: var(--l1-background);
+
+	display: flex;
+	flex-direction: column;
+	width: 100%;
+	height: 100%;
+	overflow: hidden;
+}
+
+.mapArea {
+	position: relative;
+	flex: 1 1 auto;
+	min-height: 0;
+}
+
+.canvas {
+	position: absolute;
+	inset: 0;
+}
+
+.tooltip {
+	position: absolute;
+	pointer-events: none;
+	z-index: 9999;
+}

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

@@ -0,0 +1,182 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import { useTooltip, useTooltipInPortal } from '@visx/tooltip';
+import { useResizeObserver } from 'hooks/useDimensions';
+
+import CountryTooltip from './components/CountryTooltip/CountryTooltip';
+import MapLegend from './components/MapLegend/MapLegend';
+import MapStatus from './components/MapStatus/MapStatus';
+import ZoomControls from './components/ZoomControls/ZoomControls';
+import { useGeoMapScales } from './hooks/useGeoMapScales';
+import { useGeoMapShapes } from './hooks/useGeoMapShapes';
+import { GeoMapProps } from './types';
+import { useOlLayers } from './hooks/useOlLayers';
+import { useOlMap } from './hooks/useOlMap';
+import { useOlPointer } from './hooks/useOlPointer';
+import { useOlView } from './hooks/useOlView';
+import { OlPalette, readPalette } from './utils/olStyles';
+
+import styles from './GeoMap.module.scss';
+
+export default function GeoMap({
+	data,
+	view,
+	country,
+	layer,
+	colors,
+	bubbleRadius,
+	formatValue,
+	valueLabel,
+	sizeMetric,
+	isDarkMode,
+	onSelect,
+	renderTooltipFooter,
+}: GeoMapProps): JSX.Element {
+	const wrapperRef = useRef<HTMLDivElement>(null);
+	const mapAreaRef = useRef<HTMLDivElement>(null);
+	const canvasRef = useRef<HTMLDivElement>(null);
+	const { width, height } = useResizeObserver(mapAreaRef, 100);
+	const [palette, setPalette] = useState<OlPalette | null>(null);
+
+	const {
+		tooltipOpen,
+		tooltipLeft,
+		tooltipTop,
+		tooltipData,
+		showTooltip,
+		hideTooltip,
+	} = useTooltip<string>();
+	const { containerRef, TooltipInPortal } = useTooltipInPortal({
+		scroll: true,
+		detectBounds: true,
+	});
+
+	const { resolver, valueByCode, ranks, sizeByCode, radiusFor, fillFor } =
+		useGeoMapScales(data, colors, bubbleRadius, isDarkMode, Boolean(sizeMetric));
+	const maxSize = useMemo(
+		() => Math.max(0, ...sizeByCode.values()),
+		[sizeByCode],
+	);
+	const { shapes, status, retry } = useGeoMapShapes(view, country);
+	const handle = useOlMap(canvasRef);
+
+	useEffect(() => {
+		if (wrapperRef.current) {
+			setPalette(readPalette(wrapperRef.current));
+		}
+	}, [isDarkMode]);
+
+	const handleHover = useCallback(
+		(code: string | null, clientX: number, clientY: number): void => {
+			const rect = mapAreaRef.current?.getBoundingClientRect();
+			if (!code || !rect || !valueByCode.has(code)) {
+				hideTooltip();
+				return;
+			}
+			showTooltip({
+				tooltipData: code,
+				tooltipLeft: clientX - rect.left,
+				tooltipTop: clientY - rect.top,
+			});
+		},
+		[valueByCode, showTooltip, hideTooltip],
+	);
+
+	const handleSelect = useCallback(
+		(code: string, clientX: number, clientY: number): void => {
+			const datum = valueByCode.get(code);
+			if (datum && onSelect) {
+				hideTooltip();
+				onSelect({ datum, clientX, clientY });
+			}
+		},
+		[valueByCode, onSelect, hideTooltip],
+	);
+
+	const hovered =
+		tooltipOpen && tooltipData ? valueByCode.get(tooltipData) : undefined;
+
+	useOlLayers({
+		handle,
+		shapes,
+		data,
+		layer,
+		palette,
+		fillFor,
+		sizeByCode,
+		radiusFor,
+		hasSizeMetric: Boolean(sizeMetric),
+		hoveredCode: hovered?.code ?? null,
+	});
+	const zoom = useOlView(handle, view, country, data, width, height);
+	useOlPointer(handle, handleHover, handleSelect);
+
+	return (
+		<div
+			className={styles.wrapper}
+			ref={wrapperRef}
+			data-geo-map
+			data-testid="geo-map"
+		>
+			<div
+				className={styles.mapArea}
+				ref={(node): void => {
+					(mapAreaRef as React.MutableRefObject<HTMLDivElement | null>).current =
+						node;
+					containerRef(node);
+				}}
+			>
+				<div
+					ref={canvasRef}
+					className={styles.canvas}
+					data-testid="geo-map-canvas"
+				/>
+				{status !== 'ready' && <MapStatus status={status} onRetry={retry} />}
+				{status === 'ready' && (
+					<ZoomControls
+						canZoomIn={zoom.canZoomIn}
+						canZoomOut={zoom.canZoomOut}
+						onZoomIn={zoom.zoomIn}
+						onZoomOut={zoom.zoomOut}
+						onReset={zoom.reset}
+					/>
+				)}
+				{hovered && (
+					<TooltipInPortal
+						left={tooltipLeft}
+						top={tooltipTop}
+						className={styles.tooltip}
+						unstyled
+						applyPositionStyle
+					>
+						<CountryTooltip
+							datum={hovered}
+							name={shapes?.nameOf(hovered.code) ?? hovered.code}
+							color={resolver.colorFor(hovered.value)}
+							rank={ranks.get(hovered.code)}
+							total={data.length}
+							formatValue={formatValue}
+							valueLabel={valueLabel}
+							sizeMetric={sizeMetric}
+							footer={renderTooltipFooter?.()}
+						/>
+					</TooltipInPortal>
+				)}
+			</div>
+			<MapLegend
+				resolver={resolver}
+				scale={colors.scale}
+				formatValue={formatValue}
+				markerValue={hovered?.value ?? null}
+				valueLabel={valueLabel}
+				size={
+					sizeMetric && {
+						label: sizeMetric.label,
+						maxSize,
+						radiusFor,
+						formatValue: sizeMetric.formatValue,
+					}
+				}
+			/>
+		</div>
+	);
+}

frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AD.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AE.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AG.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AM.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BA.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BB.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BH.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BM.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BN.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BZ.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CR.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CY.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DJ.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DM.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/ER.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FJ.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FM.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GD.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GM.json

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frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GQ.json

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