diff --git a/alphatrion/server/graphql/resolvers.py b/alphatrion/server/graphql/resolvers.py index b6aadccf..88adfef9 100644 --- a/alphatrion/server/graphql/resolvers.py +++ b/alphatrion/server/graphql/resolvers.py @@ -16,6 +16,7 @@ ArtifactTag, CreateTeamInput, CreateUserInput, + DailyTokenUsage, Experiment, GraphQLExperimentType, GraphQLExperimentTypeEnum, @@ -572,6 +573,7 @@ def list_spans(run_id: strawberry.ID) -> list[Span]: parent_span_id=t["ParentSpanId"], span_name=t["SpanName"], span_kind=t["SpanKind"], + semantic_kind=t["SemanticKind"], service_name=t["ServiceName"], duration=t["Duration"], status_code=t["StatusCode"], @@ -593,6 +595,42 @@ def list_spans(run_id: strawberry.ID) -> list[Span]: print(f"Failed to fetch traces: {e}") return [] + # Alias for list_spans + list_traces = list_spans + + @staticmethod + def get_daily_token_usage( + team_id: strawberry.ID, days: int = 7 + ) -> list[DailyTokenUsage]: + """Get daily token usage from LLM calls for a team.""" + from alphatrion import envs + + # Check if tracing is enabled + if os.getenv(envs.ENABLE_TRACING, "false").lower() != "true": + return [] + + try: + trace_store = runtime.storage_runtime().tracestore + daily_usage = trace_store.get_daily_token_usage( + team_id=uuid.UUID(team_id), days=days + ) + trace_store.close() + + # Convert to GraphQL DailyTokenUsage objects + return [ + DailyTokenUsage( + date=item["date"], + total_tokens=item["total_tokens"], + input_tokens=item["input_tokens"], + output_tokens=item["output_tokens"], + ) + for item in daily_usage + ] + except Exception as e: + # Log error and return empty list - don't fail the GraphQL query + print(f"Failed to fetch daily token usage: {e}") + return [] + class GraphQLMutations: @staticmethod diff --git a/alphatrion/server/graphql/schema.py b/alphatrion/server/graphql/schema.py index d5fcebb2..016ec46f 100644 --- a/alphatrion/server/graphql/schema.py +++ b/alphatrion/server/graphql/schema.py @@ -8,6 +8,7 @@ ArtifactTag, CreateTeamInput, CreateUserInput, + DailyTokenUsage, Experiment, Project, RemoveUserFromTeamInput, @@ -90,6 +91,12 @@ def runs( def traces(self, run_id: strawberry.ID) -> list[Span]: return GraphQLResolvers.list_traces(run_id=run_id) + @strawberry.field + def daily_token_usage( + self, team_id: strawberry.ID, days: int = 7 + ) -> list[DailyTokenUsage]: + return GraphQLResolvers.get_daily_token_usage(team_id=team_id, days=days) + # Artifact queries @strawberry.field async def artifact_repos(self) -> list[ArtifactRepository]: diff --git a/alphatrion/server/graphql/types.py b/alphatrion/server/graphql/types.py index 48a15f0f..0d6e42b5 100644 --- a/alphatrion/server/graphql/types.py +++ b/alphatrion/server/graphql/types.py @@ -233,6 +233,7 @@ class Span: parent_span_id: str span_name: str span_kind: str + semantic_kind: str service_name: str duration: float # nanoseconds (using float to support large int64 values) status_code: str @@ -247,3 +248,11 @@ class Span: resource_attributes: JSON events: list[TraceEvent] links: list[TraceLink] + + +@strawberry.type +class DailyTokenUsage: + date: str + total_tokens: int + input_tokens: int + output_tokens: int diff --git a/alphatrion/storage/tracestore.py b/alphatrion/storage/tracestore.py index df5278f9..770d6c9b 100644 --- a/alphatrion/storage/tracestore.py +++ b/alphatrion/storage/tracestore.py @@ -79,6 +79,7 @@ def _create_tables(self) -> None: ParentSpanId String CODEC(ZSTD(1)), SpanName LowCardinality(String) CODEC(ZSTD(1)), SpanKind LowCardinality(String) CODEC(ZSTD(1)), + SemanticKind LowCardinality(String) CODEC(ZSTD(1)), ServiceName LowCardinality(String) CODEC(ZSTD(1)), Duration UInt64 CODEC(ZSTD(1)), StatusCode LowCardinality(String) CODEC(ZSTD(1)), @@ -104,6 +105,7 @@ def _create_tables(self) -> None: INDEX idx_run_id RunId TYPE bloom_filter(0.001) GRANULARITY 1, INDEX idx_project_id ProjectId TYPE bloom_filter(0.001) GRANULARITY 1, INDEX idx_team_id TeamId TYPE bloom_filter(0.001) GRANULARITY 1, + INDEX idx_semantic_kind SemanticKind TYPE set(0) GRANULARITY 1, INDEX idx_attr_keys mapKeys(SpanAttributes) TYPE bloom_filter(0.01) GRANULARITY 1 ) ENGINE = MergeTree() PARTITION BY toDate(Timestamp) @@ -140,6 +142,7 @@ def insert_spans(self, spans: list[dict[str, Any]]) -> None: span.get("ParentSpanId", ""), span.get("SpanName", ""), span.get("SpanKind", ""), + span.get("SemanticKind", ""), span.get("ServiceName", ""), span.get("Duration", 0), span.get("StatusCode", ""), @@ -170,6 +173,7 @@ def insert_spans(self, spans: list[dict[str, Any]]) -> None: "ParentSpanId", "SpanName", "SpanKind", + "SemanticKind", "ServiceName", "Duration", "StatusCode", @@ -212,6 +216,7 @@ def get_spans_by_run_id(self, run_id: uuid.UUID) -> list[dict[str, Any]]: ParentSpanId, SpanName, SpanKind, + SemanticKind, ServiceName, Duration, StatusCode, @@ -244,25 +249,26 @@ def get_spans_by_run_id(self, run_id: uuid.UUID) -> list[dict[str, Any]]: "ParentSpanId": row[3], "SpanName": row[4], "SpanKind": row[5], - "ServiceName": row[6], - "Duration": row[7], - "StatusCode": row[8], - "StatusMessage": row[9], - "TeamId": row[10], - "ProjectId": row[11], - "RunId": row[12], - "ExperimentId": row[13], - "SpanAttributes": row[14], - "ResourceAttributes": row[15], + "SemanticKind": row[6], + "ServiceName": row[7], + "Duration": row[8], + "StatusCode": row[9], + "StatusMessage": row[10], + "TeamId": row[11], + "ProjectId": row[12], + "RunId": row[13], + "ExperimentId": row[14], + "SpanAttributes": row[15], + "ResourceAttributes": row[16], "Events": { - "Timestamp": row[16], - "Name": row[17], - "Attributes": row[18], + "Timestamp": row[17], + "Name": row[18], + "Attributes": row[19], }, "Links": { - "TraceId": row[19], - "SpanId": row[20], - "Attributes": row[21], + "TraceId": row[20], + "SpanId": row[21], + "Attributes": row[22], }, } ) @@ -271,6 +277,50 @@ def get_spans_by_run_id(self, run_id: uuid.UUID) -> list[dict[str, Any]]: logger.error(f"Failed to get traces by run_id: {e}") return [] + def get_daily_token_usage( + self, team_id: uuid.UUID, days: int = 30 + ) -> list[dict[str, Any]]: + """Get daily token usage from LLM calls for a team. + + Args: + team_id: The team ID to filter by + days: Number of days to look back (default: 30) + + Returns: + List of dicts with keys: date, total_tokens, input_tokens, output_tokens + """ + with self._lock: + try: + query = f""" + SELECT + toDate(Timestamp) as date, + SUM(toInt64OrZero(SpanAttributes['llm.usage.total_tokens'])) as total_tokens, + SUM(toInt64OrZero(SpanAttributes['gen_ai.usage.input_tokens'])) as input_tokens, + SUM(toInt64OrZero(SpanAttributes['gen_ai.usage.output_tokens'])) as output_tokens + FROM {self.database}.otel_spans + WHERE TeamId = '{team_id}' + AND Timestamp >= now() - INTERVAL {days} DAY + AND SemanticKind = 'llm' + GROUP BY date + ORDER BY date ASC + """ + + result = self.client.query(query) + daily_usage = [] + for row in result.result_rows: + daily_usage.append( + { + "date": row[0].strftime("%Y-%m-%d"), + "total_tokens": int(row[1]), + "input_tokens": int(row[2]), + "output_tokens": int(row[3]), + } + ) + return daily_usage + except Exception as e: + logger.error(f"Failed to get daily token usage: {e}") + return [] + def close(self) -> None: """Close the ClickHouse connection.""" try: diff --git a/alphatrion/tracing/clickhouse_exporter.py b/alphatrion/tracing/clickhouse_exporter.py index ca477a2a..c6a7ed6e 100644 --- a/alphatrion/tracing/clickhouse_exporter.py +++ b/alphatrion/tracing/clickhouse_exporter.py @@ -118,6 +118,16 @@ def _convert_span(self, span: ReadableSpan) -> dict[str, Any]: run_id = span_attributes.get("run_id", "") experiment_id = span_attributes.get("experiment_id", "") + # Determine semantic kind (application-level span type) + # Priority: LLM calls > Traceloop span kind > unknown + if "llm.usage.total_tokens" in span_attributes: + semantic_kind = "llm" + elif "traceloop.span.kind" in span_attributes: + # Values: "workflow", "task", "agent", "tool", "unknown" + semantic_kind = span_attributes["traceloop.span.kind"] + else: + raise ValueError("Span is missing required semantic kind attributes") + # Convert events to nested structure event_timestamps = [] event_names = [] @@ -151,6 +161,7 @@ def _convert_span(self, span: ReadableSpan) -> dict[str, Any]: "ParentSpanId": parent_span_id, "SpanName": span.name, "SpanKind": span_kind, + "SemanticKind": semantic_kind, "ServiceName": service_name, "Duration": duration, "StatusCode": status_code, diff --git a/dashboard/src/components/dashboard/daily-token-usage-chart.tsx b/dashboard/src/components/dashboard/daily-token-usage-chart.tsx new file mode 100644 index 00000000..303a1f4a --- /dev/null +++ b/dashboard/src/components/dashboard/daily-token-usage-chart.tsx @@ -0,0 +1,189 @@ +import { useMemo } from 'react'; +import { + LineChart, + Line, + XAxis, + YAxis, + CartesianGrid, + Tooltip, + Legend, + ResponsiveContainer, +} from 'recharts'; +import { format, subDays, startOfDay } from 'date-fns'; +import type { DailyTokenUsage } from '../../hooks/use-token-usage'; + +interface DailyTokenUsageChartProps { + data: DailyTokenUsage[]; + timeRange: '7days' | '1month' | '3months'; +} + +type TimeRange = '7days' | '1month' | '3months'; + +const TIME_RANGE_OPTIONS: { value: TimeRange; label: string; days: number }[] = [ + { value: '7days', label: '7 Days', days: 7 }, + { value: '1month', label: '1 Month', days: 30 }, + { value: '3months', label: '3 Months', days: 90 }, +]; + +export function DailyTokenUsageChart({ data, timeRange }: DailyTokenUsageChartProps) { + const chartData = useMemo(() => { + const selectedRange = TIME_RANGE_OPTIONS.find((r) => r.value === timeRange); + if (!selectedRange) return []; + + const now = new Date(); + + // Create date map for aggregation - fill all dates with 0 + const dateMap = new Map(); + + // Initialize all dates in range with 0 + for (let i = 0; i < selectedRange.days; i++) { + const date = subDays(now, selectedRange.days - 1 - i); + const dateKey = format(startOfDay(date), 'yyyy-MM-dd'); + dateMap.set(dateKey, { totalTokens: 0, inputTokens: 0, outputTokens: 0 }); + } + + // Fill in actual data + data.forEach((item) => { + const dateKey = format(new Date(item.date), 'yyyy-MM-dd'); + if (dateMap.has(dateKey)) { + dateMap.set(dateKey, { + totalTokens: item.totalTokens, + inputTokens: item.inputTokens, + outputTokens: item.outputTokens, + }); + } + }); + + // Convert to array and format for chart + return Array.from(dateMap.entries()) + .map(([date, tokens]) => ({ + date, + displayDate: format(new Date(date), 'MMM dd'), + totalTokens: tokens.totalTokens, + inputTokens: tokens.inputTokens, + outputTokens: tokens.outputTokens, + })) + .sort((a, b) => a.date.localeCompare(b.date)); + }, [data, timeRange]); + + // Calculate total tokens across all days + const totalTokens = useMemo(() => { + return chartData.reduce((sum, item) => sum + item.totalTokens, 0); + }, [chartData]); + + const totalInputTokens = useMemo(() => { + return chartData.reduce((sum, item) => sum + item.inputTokens, 0); + }, [chartData]); + + const totalOutputTokens = useMemo(() => { + return chartData.reduce((sum, item) => sum + item.outputTokens, 0); + }, [chartData]); + + return ( +
+
+

Token Usage

+
+ Total: {totalTokens.toLocaleString()} ({totalInputTokens.toLocaleString()}↓ {totalOutputTokens.toLocaleString()}↑) +
+
+ + + + + + + value >= 1000000 + ? `${(value / 1000000).toFixed(1)}M` + : value >= 1000 + ? `${(value / 1000).toFixed(1)}K` + : value.toString() + } + label={{ + value: 'Tokens', + angle: -90, + position: 'insideLeft', + offset: 8, + style: { textAnchor: 'middle', fontSize: 11 } + }} + /> + { + if (!active || !payload || !payload.length) return null; + const data = payload[0].payload; + return ( +
+
{label}
+
+
+
+ Total: + {data.totalTokens.toLocaleString()} +
+
+
+ Input: + {data.inputTokens.toLocaleString()} +
+
+
+ Output: + {data.outputTokens.toLocaleString()} +
+
+
+ ); + }} + /> + + + + + + +
+ ); +} diff --git a/dashboard/src/components/dashboard/experiments-timeline-chart.tsx b/dashboard/src/components/dashboard/experiments-timeline-chart.tsx index 615151ef..d321362b 100644 --- a/dashboard/src/components/dashboard/experiments-timeline-chart.tsx +++ b/dashboard/src/components/dashboard/experiments-timeline-chart.tsx @@ -61,9 +61,19 @@ export function ExperimentsTimelineChart({ experiments, timeRange }: Experiments .sort((a, b) => a.date.localeCompare(b.date)); }, [experiments, timeRange]); + // Calculate total experiments in the time range + const totalExperiments = useMemo(() => { + return experiments.length; + }, [experiments]); + return (
-

Experiments Timeline

+
+

Experiments Timeline

+
+ Total: {totalExperiments} +
+
@@ -93,9 +103,28 @@ export function ExperimentsTimelineChart({ experiments, timeRange }: Experiments borderRadius: '6px', fontSize: '12px', }} - labelFormatter={(label) => `Date: ${label}`} + content={({ active, payload, label }) => { + if (!active || !payload || !payload.length) return null; + const data = payload[0].payload; + return ( +
+
{label}
+
+
+
+ Launched: + {data.experiments} +
+
+
+ ); + }} + /> + - diff --git a/dashboard/src/hooks/use-token-usage.ts b/dashboard/src/hooks/use-token-usage.ts new file mode 100644 index 00000000..571da75e --- /dev/null +++ b/dashboard/src/hooks/use-token-usage.ts @@ -0,0 +1,32 @@ +import { useQuery } from '@tanstack/react-query'; +import { graphqlQuery, queries } from '../lib/graphql-client'; + +export interface DailyTokenUsage { + date: string; + totalTokens: number; + inputTokens: number; + outputTokens: number; +} + +interface GetDailyTokenUsageResponse { + dailyTokenUsage: DailyTokenUsage[]; +} + +/** + * Hook to fetch daily token usage for a team + * Only includes LLM calls (spans with llm.usage.total_tokens) + */ +export function useDailyTokenUsage(teamId: string, days = 30) { + return useQuery({ + queryKey: ['dailyTokenUsage', teamId, days], + queryFn: async () => { + const data = await graphqlQuery( + queries.getDailyTokenUsage, + { teamId, days } + ); + return data.dailyTokenUsage; + }, + enabled: !!teamId, + staleTime: 5 * 60 * 1000, // 5 minutes + }); +} diff --git a/dashboard/src/lib/graphql-client.ts b/dashboard/src/lib/graphql-client.ts index d4ebe3fe..fd45fbbf 100644 --- a/dashboard/src/lib/graphql-client.ts +++ b/dashboard/src/lib/graphql-client.ts @@ -311,6 +311,7 @@ export const queries = { parentSpanId spanName spanKind + semanticKind serviceName duration statusCode @@ -335,4 +336,15 @@ export const queries = { } `, + getDailyTokenUsage: ` + query GetDailyTokenUsage($teamId: ID!, $days: Int = 30) { + dailyTokenUsage(teamId: $teamId, days: $days) { + date + totalTokens + inputTokens + outputTokens + } + } + `, + }; diff --git a/dashboard/src/pages/dashboard/index.tsx b/dashboard/src/pages/dashboard/index.tsx index ae4e6575..74bfc1f4 100644 --- a/dashboard/src/pages/dashboard/index.tsx +++ b/dashboard/src/pages/dashboard/index.tsx @@ -2,6 +2,7 @@ import { useState, useMemo } from 'react'; import { useTeamContext } from '../../context/team-context'; import { useTeam } from '../../hooks/use-teams'; import { useTeamExperiments } from '../../hooks/use-team-experiments'; +import { useDailyTokenUsage } from '../../hooks/use-token-usage'; import { Card, CardContent, @@ -10,6 +11,7 @@ import { Button } from '../../components/ui/button'; import { Skeleton } from '../../components/ui/skeleton'; import { ExperimentsTimelineChart } from '../../components/dashboard/experiments-timeline-chart'; import { ExperimentsStatusChart } from '../../components/dashboard/experiments-status-chart'; +import { DailyTokenUsageChart } from '../../components/dashboard/daily-token-usage-chart'; import { subDays, subMonths } from 'date-fns'; import { FolderKanban, FlaskConical, Play } from 'lucide-react'; @@ -32,6 +34,14 @@ export function DashboardPage() { { enabled: !!selectedTeamId } ); + // Get days for selected time range + const days = TIME_RANGE_OPTIONS.find((opt) => opt.value === timeRange)?.days || 30; + + const { data: dailyTokenUsage, isLoading: tokenUsageLoading } = useDailyTokenUsage( + selectedTeamId || '', + days + ); + // Filter experiments based on selected time range const filteredExperiments = useMemo(() => { if (!teamExperiments) return []; @@ -178,6 +188,21 @@ export function DashboardPage() {
+ + {/* Token Usage Chart */} + + + {tokenUsageLoading ? ( + + ) : dailyTokenUsage ? ( + + ) : ( +
+ No token usage data available for this time range +
+ )} + + ); diff --git a/dashboard/src/pages/experiments/[id].tsx b/dashboard/src/pages/experiments/[id].tsx index 768ef499..20f66de3 100644 --- a/dashboard/src/pages/experiments/[id].tsx +++ b/dashboard/src/pages/experiments/[id].tsx @@ -172,7 +172,7 @@ export function ExperimentDetailPage() {
{experiment.duration > 0 ? `${experiment.duration.toFixed(2)}s` - : 'N/A'} + : '-'}
diff --git a/dashboard/src/pages/experiments/compare.tsx b/dashboard/src/pages/experiments/compare.tsx index 9c7b3e79..63a6f145 100644 --- a/dashboard/src/pages/experiments/compare.tsx +++ b/dashboard/src/pages/experiments/compare.tsx @@ -89,7 +89,7 @@ export function ExperimentComparePage() {
{experiment.duration > 0 ? `${experiment.duration.toFixed(2)}s` - : 'N/A'} + : '-'}
diff --git a/dashboard/src/types/index.ts b/dashboard/src/types/index.ts index 47ee60eb..b3895e79 100644 --- a/dashboard/src/types/index.ts +++ b/dashboard/src/types/index.ts @@ -163,6 +163,7 @@ export interface Span { parentSpanId: string; spanName: string; spanKind: string; + semanticKind: string; serviceName: string; duration: number; // nanoseconds (received as float from GraphQL) statusCode: string; diff --git a/dashboard/static/assets/index-CvEzrI53.js b/dashboard/static/assets/index-CvEzrI53.js deleted file mode 100644 index 1d3d5f37..00000000 --- a/dashboard/static/assets/index-CvEzrI53.js +++ /dev/null @@ -1,578 +0,0 @@ -var aw=e=>{throw TypeError(e)};var hm=(e,t,r)=>t.has(e)||aw("Cannot "+r);var $=(e,t,r)=>(hm(e,t,"read from private field"),r?r.call(e):t.get(e)),ne=(e,t,r)=>t.has(e)?aw("Cannot add the same private member more than once"):t instanceof WeakSet?t.add(e):t.set(e,r),X=(e,t,r,n)=>(hm(e,t,"write to private 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ListProjects($teamId: ID!, $page: Int, $pageSize: Int) { + projects(teamId: $teamId, page: $page, pageSize: $pageSize) { + id + teamId + creatorId + name + description + meta + createdAt + updatedAt + } + } + `,getProject:` + query GetProject($id: ID!) { + project(id: $id) { + id + teamId + creatorId + name + description + meta + createdAt + updatedAt + } + } + `,listExperiments:` + query ListExperiments($projectId: ID!, $page: Int, $pageSize: Int) { + experiments(projectId: $projectId, page: $page, pageSize: $pageSize) { + id + teamId + userId + projectId + name + description + kind + meta + params + duration + status + createdAt + updatedAt + } + } + `,getExperiment:` + query GetExperiment($id: ID!) { + experiment(id: $id) { + id + teamId + userId + projectId + name + description + kind + meta + params + duration + status + createdAt + updatedAt + metrics { + id + key + value + teamId + projectId + experimentId + runId + createdAt + } + } + } + `,listRuns:` + query ListRuns($experimentId: ID!, $page: Int, $pageSize: Int) { + runs(experimentId: $experimentId, page: $page, pageSize: $pageSize) { + id + teamId + userId + projectId + experimentId + meta + status + createdAt + } + } + `,getRun:` + query GetRun($id: ID!) { + run(id: $id) { + id + teamId + userId + projectId + experimentId + meta + status + createdAt + metrics { + id + key + value + teamId + projectId + experimentId + runId + createdAt + } + spans { + timestamp + traceId + spanId + parentSpanId + spanName + spanKind + serviceName + duration + statusCode + statusMessage + teamId + projectId + runId + experimentId + spanAttributes + resourceAttributes + events { + timestamp + name + attributes + } + links { + traceId + spanId + attributes + } + } + } + } + `,listArtifactRepositories:` + query ListArtifactRepositories { + artifactRepos { + name + } + } + `,listArtifactTags:` + query ListArtifactTags($team_id: ID!, $project_id: ID!, $repo_type: String) { + artifactTags(teamId: $team_id, 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i=this.state,a=i.slideMoveStartX,o=i.startX,s=i.endX,l=this.props,u=l.x,c=l.width,f=l.travellerWidth,h=l.startIndex,p=l.endIndex,v=l.onChange,m=n.pageX-a;m>0?m=Math.min(m,u+c-f-s,u+c-f-o):m<0&&(m=Math.max(m,u-o,u-s));var g=this.getIndex({startX:o+m,endX:s+m});(g.startIndex!==h||g.endIndex!==p)&&v&&v(g),this.setState({startX:o+m,endX:s+m,slideMoveStartX:n.pageX})}},{key:"handleTravellerDragStart",value:function(n,i){var a=TP(i)?i.changedTouches[0]:i;this.setState({isSlideMoving:!1,isTravellerMoving:!0,movingTravellerId:n,brushMoveStartX:a.pageX}),this.attachDragEndListener()}},{key:"handleTravellerMove",value:function(n){var i=this.state,a=i.brushMoveStartX,o=i.movingTravellerId,s=i.endX,l=i.startX,u=this.state[o],c=this.props,f=c.x,h=c.width,p=c.travellerWidth,v=c.onChange,m=c.gap,g=c.data,y={startX:this.state.startX,endX:this.state.endX},x=n.pageX-a;x>0?x=Math.min(x,f+h-p-u):x<0&&(x=Math.max(x,f-u)),y[o]=u+x;var b=this.getIndex(y),S=b.startIndex,w=b.endIndex,O=function(){var 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b=x.graphicalItems,S=x.stackGroups,w=x.offset,O=x.updateId,j=x.dataStartIndex,E=x.dataEndIndex,A=y.barSize,T=y.layout,_=y.barGap,N=y.barCategoryGap,M=y.maxBarSize,R=lE(T),I=R.numericAxisName,D=R.cateAxisName,z=efe(b),C=[];return b.forEach(function(F,W){var V=om(y.data,{graphicalItems:[F],dataStartIndex:j,dataEndIndex:E}),H=F.type.defaultProps!==void 0?B(B({},F.type.defaultProps),F.props):F.props,Y=H.dataKey,re=H.maxBarSize,be=H["".concat(I,"Id")],Ke=H["".concat(D,"Id")],Se={},Pt=l.reduce(function(la,ua){var hm=x["".concat(ua.axisType,"Map")],aw=H["".concat(ua.axisType,"Id")];hm&&hm[aw]||ua.axisType==="zAxis"||ro();var ow=hm[aw];return B(B({},la),{},ie(ie({},ua.axisType,ow),"".concat(ua.axisType,"Ticks"),Kn(ow)))},Se),G=Pt[D],se=Pt["".concat(D,"Ticks")],le=S&&S[be]&&S[be].hasStack&&ste(F,S[be].stackGroups),U=Vn(F.type).indexOf("Bar")>=0,Ze=uh(G,se),ge=[],ct=z&&Gee({barSize:A,stackGroups:S,totalSize:rfe(Pt,D)});if(U){var ft,er,ci=ae(re)?M:re,jo=(ft=(er=uh(G,se,!0))!==null&&er!==void 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w,O;this.accessibilityManager.setDetails({offset:{left:(w=this.props.margin.left)!==null&&w!==void 0?w:0,top:(O=this.props.margin.top)!==null&&O!==void 0?O:0}})}return null}},{key:"componentDidUpdate",value:function(b){rg([yr(b.children,_t)],[yr(this.props.children,_t)])||this.displayDefaultTooltip()}},{key:"componentWillUnmount",value:function(){this.removeListener(),this.throttleTriggeredAfterMouseMove.cancel()}},{key:"getTooltipEventType",value:function(){var b=yr(this.props.children,_t);if(b&&typeof b.props.shared=="boolean"){var S=b.props.shared?"axis":"item";return s.indexOf(S)>=0?S:a}return a}},{key:"getMouseInfo",value:function(b){if(!this.container)return null;var S=this.container,w=S.getBoundingClientRect(),O=wX(w),j={chartX:Math.round(b.pageX-O.left),chartY:Math.round(b.pageY-O.top)},E=w.width/S.offsetWidth||1,A=this.inRange(j.chartX,j.chartY,E);if(!A)return null;var 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Ke=[],vt=[];return de=h.transform(de),Pe=h.transform(Pe),Ml(de.translate,Pe.translate,Ke,vt),ic(de.rotate,Pe.rotate,Ke,vt),qc(de.skew,Pe.skew,Ke,vt),Cs(de.scale,Pe.scale,Ke,vt),de=Pe=null,function(mt){for(var Tt=-1,qt=vt.length,Vt;++Tt0?Tt=Fa:(Ke.c=null,Ke.t=NaN,Ke=null,Pe.end({type:"end",alpha:Tt=0})):Fa>0&&(Pe.start({type:"start",alpha:Tt=Fa}),Ke=en(de.tick)),de):Tt},de.start=function(){var Fa,Ln=la.length,oi=an.length,Kn=vt[0],ai=vt[1],Ti,ki;for(Fa=0;Fa=0;)Tt.push(Lr=Ir[or]),Lr.parent=Vt,Lr.depth=Vt.depth+1;Ke&&(Vt.value=0),Vt.children=Ir}else Ke&&(Vt.value=+Ke.call(vt,Vt,Vt.depth)||0),delete Vt.children;return Lu(mt,function(Zr){var ia,la;de&&(ia=Zr.children)&&ia.sort(de),Ke&&(la=Zr.parent)&&(la.value+=Zr.value)}),qt}return vt.sort=function(mt){return arguments.length?(de=mt,vt):de},vt.children=function(mt){return arguments.length?(Pe=mt,vt):Pe},vt.value=function(mt){return arguments.length?(Ke=mt,vt):Ke},vt.revalue=function(mt){return 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button.maplibregl-ctrl-geolocate.maplibregl-ctrl-geolocate-background-error .maplibregl-ctrl-icon{background-image:url("data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' width='29' height='29' fill='%23e54e33' viewBox='0 0 20 20'%3E%3Cpath d='M10 4C9 4 9 5 9 5v.1A5 5 0 0 0 5.1 9H5s-1 0-1 1 1 1 1 1h.1A5 5 0 0 0 9 14.9v.1s0 1 1 1 1-1 1-1v-.1a5 5 0 0 0 3.9-3.9h.1s1 0 1-1-1-1-1-1h-.1A5 5 0 0 0 11 5.1V5s0-1-1-1m0 2.5a3.5 3.5 0 1 1 0 7 3.5 3.5 0 1 1 0-7'/%3E%3C/svg%3E")}}@media (forced-colors:active) and (prefers-color-scheme:light){.maplibregl-ctrl button.maplibregl-ctrl-geolocate .maplibregl-ctrl-icon{background-image:url("data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' width='29' height='29' viewBox='0 0 20 20'%3E%3Cpath d='M10 4C9 4 9 5 9 5v.1A5 5 0 0 0 5.1 9H5s-1 0-1 1 1 1 1 1h.1A5 5 0 0 0 9 14.9v.1s0 1 1 1 1-1 1-1v-.1a5 5 0 0 0 3.9-3.9h.1s1 0 1-1-1-1-1-1h-.1A5 5 0 0 0 11 5.1V5s0-1-1-1m0 2.5a3.5 3.5 0 1 1 0 7 3.5 3.5 0 1 1 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otel_spans table +-- This should be run on existing ClickHouse databases + +-- Step 1: Add SemanticKind column +ALTER TABLE alphatrion_traces.otel_spans +ADD COLUMN IF NOT EXISTS SemanticKind LowCardinality(String) DEFAULT '' CODEC(ZSTD(1)); + +-- Step 2: Populate SemanticKind for existing rows +-- This determines the semantic kind based on span attributes +ALTER TABLE alphatrion_traces.otel_spans +UPDATE SemanticKind = + CASE + WHEN mapContains(SpanAttributes, 'llm.usage.total_tokens') THEN 'llm' + WHEN mapContains(SpanAttributes, 'traceloop.span.kind') THEN SpanAttributes['traceloop.span.kind'] + ELSE 'unknown' + END +WHERE SemanticKind = ''; + +-- Step 3: Add index for efficient filtering +ALTER TABLE alphatrion_traces.otel_spans +ADD INDEX IF NOT EXISTS idx_semantic_kind SemanticKind TYPE set(0) GRANULARITY 1; + +-- Verify the migration +SELECT SemanticKind, COUNT(*) as count +FROM alphatrion_traces.otel_spans +GROUP BY SemanticKind +ORDER BY count DESC;