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/**
* New Usage Page
*
* Uses the new `/user/daily/activity` endpoint to get daily activity data for a user.
*
* Works at 1m+ spend logs, by querying an aggregate table instead.
*/
import React, { useState, useEffect } from "react";
import {
BarChart, Card, Title, Text,
Grid, Col, TabGroup, TabList, Tab,
TabPanel, TabPanels, DonutChart,
Table, TableHead, TableRow,
TableHeaderCell, TableBody, TableCell,
Subtitle, DateRangePicker, DateRangePickerValue
} from "@tremor/react";
import { AreaChart } from "@tremor/react";
import { userDailyActivityCall, tagListCall } from "./networking";
import { Tag } from "./tag_management/types";
import ViewUserSpend from "./view_user_spend";
import TopKeyView from "./top_key_view";
import { ActivityMetrics, processActivityData } from './activity_metrics';
import { SpendMetrics, DailyData, ModelActivityData, MetricWithMetadata, KeyMetricWithMetadata } from './usage/types';
import EntityUsage from './entity_usage';
import { old_admin_roles, v2_admin_role_names, all_admin_roles, rolesAllowedToSeeUsage, rolesWithWriteAccess, internalUserRoles } from '../utils/roles';
import { Team } from "./key_team_helpers/key_list";
import { EntityList } from "./entity_usage";
interface NewUsagePageProps {
accessToken: string | null;
userRole: string | null;
userID: string | null;
teams: Team[];
}
const NewUsagePage: React.FC<NewUsagePageProps> = ({
accessToken,
userRole,
userID,
teams
}) => {
const [userSpendData, setUserSpendData] = useState<{
results: DailyData[];
metadata: any;
}>({ results: [], metadata: {} });
// Add date range state
const [dateValue, setDateValue] = useState<DateRangePickerValue>({
from: new Date(Date.now() - 28 * 24 * 60 * 60 * 1000),
to: new Date(),
});
const [allTags, setAllTags] = useState<EntityList[]>([]);
const getAllTags = async () => {
if (!accessToken) {
return;
}
const tags = await tagListCall(accessToken);
setAllTags(Object.values(tags).map((tag: Tag) => ({
label: tag.name,
value: tag.name
})));
};
useEffect(() => {
getAllTags();
}, [accessToken]);
// Derived states from userSpendData
const totalSpend = userSpendData.metadata?.total_spend || 0;
// Calculate top models from the breakdown data
const getTopModels = () => {
const modelSpend: { [key: string]: MetricWithMetadata } = {};
userSpendData.results.forEach(day => {
Object.entries(day.breakdown.models || {}).forEach(([model, metrics]) => {
if (!modelSpend[model]) {
modelSpend[model] = {
metrics: {
spend: 0,
prompt_tokens: 0,
completion_tokens: 0,
total_tokens: 0,
api_requests: 0,
successful_requests: 0,
failed_requests: 0,
cache_read_input_tokens: 0,
cache_creation_input_tokens: 0
},
metadata: {}
};
}
modelSpend[model].metrics.spend += metrics.metrics.spend;
modelSpend[model].metrics.prompt_tokens += metrics.metrics.prompt_tokens;
modelSpend[model].metrics.completion_tokens += metrics.metrics.completion_tokens;
modelSpend[model].metrics.total_tokens += metrics.metrics.total_tokens;
modelSpend[model].metrics.api_requests += metrics.metrics.api_requests;
modelSpend[model].metrics.successful_requests += metrics.metrics.successful_requests || 0;
modelSpend[model].metrics.failed_requests += metrics.metrics.failed_requests || 0;
modelSpend[model].metrics.cache_read_input_tokens += metrics.metrics.cache_read_input_tokens || 0;
modelSpend[model].metrics.cache_creation_input_tokens += metrics.metrics.cache_creation_input_tokens || 0;
});
});
return Object.entries(modelSpend)
.map(([model, metrics]) => ({
key: model,
spend: metrics.metrics.spend,
requests: metrics.metrics.api_requests,
successful_requests: metrics.metrics.successful_requests,
failed_requests: metrics.metrics.failed_requests,
tokens: metrics.metrics.total_tokens
}))
.sort((a, b) => b.spend - a.spend)
.slice(0, 5);
};
// Calculate provider spend from the breakdown data
const getProviderSpend = () => {
const providerSpend: { [key: string]: MetricWithMetadata } = {};
userSpendData.results.forEach(day => {
Object.entries(day.breakdown.providers || {}).forEach(([provider, metrics]) => {
if (!providerSpend[provider]) {
providerSpend[provider] = {
metrics: {
spend: 0,
prompt_tokens: 0,
completion_tokens: 0,
total_tokens: 0,
api_requests: 0,
successful_requests: 0,
failed_requests: 0,
cache_read_input_tokens: 0,
cache_creation_input_tokens: 0
},
metadata: {}
};
}
providerSpend[provider].metrics.spend += metrics.metrics.spend;
providerSpend[provider].metrics.prompt_tokens += metrics.metrics.prompt_tokens;
providerSpend[provider].metrics.completion_tokens += metrics.metrics.completion_tokens;
providerSpend[provider].metrics.total_tokens += metrics.metrics.total_tokens;
providerSpend[provider].metrics.api_requests += metrics.metrics.api_requests;
providerSpend[provider].metrics.successful_requests += metrics.metrics.successful_requests || 0;
providerSpend[provider].metrics.failed_requests += metrics.metrics.failed_requests || 0;
providerSpend[provider].metrics.cache_read_input_tokens += metrics.metrics.cache_read_input_tokens || 0;
providerSpend[provider].metrics.cache_creation_input_tokens += metrics.metrics.cache_creation_input_tokens || 0;
});
});
return Object.entries(providerSpend)
.map(([provider, metrics]) => ({
provider,
spend: metrics.metrics.spend,
requests: metrics.metrics.api_requests,
successful_requests: metrics.metrics.successful_requests,
failed_requests: metrics.metrics.failed_requests,
tokens: metrics.metrics.total_tokens
}));
};
// Calculate top API keys from the breakdown data
const getTopKeys = () => {
const keySpend: { [key: string]: KeyMetricWithMetadata } = {};
userSpendData.results.forEach(day => {
Object.entries(day.breakdown.api_keys || {}).forEach(([key, metrics]) => {
if (!keySpend[key]) {
keySpend[key] = {
metrics: {
spend: 0,
prompt_tokens: 0,
completion_tokens: 0,
total_tokens: 0,
api_requests: 0,
successful_requests: 0,
failed_requests: 0,
cache_read_input_tokens: 0,
cache_creation_input_tokens: 0
},
metadata: {
key_alias: metrics.metadata.key_alias
}
};
}
keySpend[key].metrics.spend += metrics.metrics.spend;
keySpend[key].metrics.prompt_tokens += metrics.metrics.prompt_tokens;
keySpend[key].metrics.completion_tokens += metrics.metrics.completion_tokens;
keySpend[key].metrics.total_tokens += metrics.metrics.total_tokens;
keySpend[key].metrics.api_requests += metrics.metrics.api_requests;
keySpend[key].metrics.successful_requests += metrics.metrics.successful_requests;
keySpend[key].metrics.failed_requests += metrics.metrics.failed_requests;
keySpend[key].metrics.cache_read_input_tokens += metrics.metrics.cache_read_input_tokens || 0;
keySpend[key].metrics.cache_creation_input_tokens += metrics.metrics.cache_creation_input_tokens || 0;
});
});
return Object.entries(keySpend)
.map(([api_key, metrics]) => ({
api_key,
key_alias: metrics.metadata.key_alias || "-", // Using truncated key as alias
spend: metrics.metrics.spend,
}))
.sort((a, b) => b.spend - a.spend)
.slice(0, 5);
};
const fetchUserSpendData = async () => {
if (!accessToken || !dateValue.from || !dateValue.to) return;
const startTime = dateValue.from;
const endTime = dateValue.to;
try {
// Get first page
const firstPageData = await userDailyActivityCall(accessToken, startTime, endTime);
// Check if we need to fetch more pages
if (firstPageData.metadata.total_pages > 10) {
throw new Error("Too many pages of data (>10). Please select a smaller date range.");
}
// If only one page, just set the data
if (firstPageData.metadata.total_pages === 1) {
setUserSpendData(firstPageData);
return;
}
// Fetch all pages
const allResults = [...firstPageData.results];
for (let page = 2; page <= firstPageData.metadata.total_pages; page++) {
const pageData = await userDailyActivityCall(accessToken, startTime, endTime, page);
allResults.push(...pageData.results);
}
// Combine all results with the first page's metadata
setUserSpendData({
results: allResults,
metadata: firstPageData.metadata
});
} catch (error) {
console.error("Error fetching user spend data:", error);
throw error;
}
};
useEffect(() => {
fetchUserSpendData();
}, [accessToken, dateValue]);
const modelMetrics = processActivityData(userSpendData, "models");
const keyMetrics = processActivityData(userSpendData, "api_keys");
return (
<div style={{ width: "100%" }} className="p-8">
<Text className="text-sm text-gray-500 mb-4">
This is the new usage dashboard. <br/> You may see empty data, as these use <a href="https://github.com/BerriAI/litellm/blob/6de348125208dd4be81ff0e5813753df2fbe9735/schema.prisma#L320" className="text-blue-500 hover:text-blue-700 ml-1">new aggregate tables</a> to allow UI to work at 1M+ spend logs. To access the old dashboard, go to Experimental {'>'} Old Usage.
</Text>
<TabGroup>
<TabList variant="solid" className="mt-1">
{all_admin_roles.includes(userRole || "") ? <Tab>Global Usage</Tab> : <Tab>Your Usage</Tab>}
<Tab>Team Usage</Tab>
{all_admin_roles.includes(userRole || "") ? <Tab>Tag Usage</Tab> : <></>}
</TabList>
<TabPanels>
{/* Your Usage Panel */}
<TabPanel>
<Grid numItems={2} className="gap-2 w-full mb-4">
<Col>
<Text>Select Time Range</Text>
<DateRangePicker
enableSelect={true}
value={dateValue}
onValueChange={(value) => {
setDateValue(value);
}}
/>
</Col>
</Grid>
<TabGroup>
<TabList variant="solid" className="mt-1">
<Tab>Cost</Tab>
<Tab>Model Activity</Tab>
<Tab>Key Activity</Tab>
</TabList>
<TabPanels>
{/* Cost Panel */}
<TabPanel>
<Grid numItems={2} className="gap-2 w-full">
{/* Total Spend Card */}
<Col numColSpan={2}>
<Text className="text-tremor-default text-tremor-content dark:text-dark-tremor-content mb-2 mt-2 text-lg">
Project Spend {new Date().toLocaleString('default', { month: 'long' })} 1 - {new Date(new Date().getFullYear(), new Date().getMonth() + 1, 0).getDate()}
</Text>
<ViewUserSpend
userID={userID}
userRole={userRole}
accessToken={accessToken}
userSpend={totalSpend}
selectedTeam={null}
userMaxBudget={null}
/>
</Col>
<Col numColSpan={2}>
<Card>
<Title>Usage Metrics</Title>
<Grid numItems={5} className="gap-4 mt-4">
<Card>
<Title>Total Requests</Title>
<Text className="text-2xl font-bold mt-2">
{userSpendData.metadata?.total_api_requests?.toLocaleString() || 0}
</Text>
</Card>
<Card>
<Title>Successful Requests</Title>
<Text className="text-2xl font-bold mt-2 text-green-600">
{userSpendData.metadata?.total_successful_requests?.toLocaleString() || 0}
</Text>
</Card>
<Card>
<Title>Failed Requests</Title>
<Text className="text-2xl font-bold mt-2 text-red-600">
{userSpendData.metadata?.total_failed_requests?.toLocaleString() || 0}
</Text>
</Card>
<Card>
<Title>Total Tokens</Title>
<Text className="text-2xl font-bold mt-2">
{userSpendData.metadata?.total_tokens?.toLocaleString() || 0}
</Text>
</Card>
<Card>
<Title>Average Cost per Request</Title>
<Text className="text-2xl font-bold mt-2">
${((totalSpend || 0) / (userSpendData.metadata?.total_api_requests || 1)).toFixed(4)}
</Text>
</Card>
</Grid>
</Card>
</Col>
{/* Daily Spend Chart */}
<Col numColSpan={2}>
<Card>
<Title>Daily Spend</Title>
<BarChart
data={[...userSpendData.results].sort((a, b) =>
new Date(a.date).getTime() - new Date(b.date).getTime()
)}
index="date"
categories={["metrics.spend"]}
colors={["cyan"]}
valueFormatter={(value) => `$${value.toFixed(2)}`}
yAxisWidth={100}
showLegend={false}
customTooltip={({ payload, active }) => {
if (!active || !payload?.[0]) return null;
const data = payload[0].payload;
return (
<div className="bg-white p-4 shadow-lg rounded-lg border">
<p className="font-bold">{data.date}</p>
<p className="text-cyan-500">Spend: ${data.metrics.spend.toFixed(2)}</p>
<p className="text-gray-600">Requests: {data.metrics.api_requests}</p>
<p className="text-gray-600">Successful: {data.metrics.successful_requests}</p>
<p className="text-gray-600">Failed: {data.metrics.failed_requests}</p>
<p className="text-gray-600">Tokens: {data.metrics.total_tokens}</p>
</div>
);
}}
/>
</Card>
</Col>
{/* Top API Keys */}
<Col numColSpan={1}>
<Card className="h-full">
<Title>Top API Keys</Title>
<TopKeyView
topKeys={getTopKeys()}
accessToken={accessToken}
userID={userID}
userRole={userRole}
teams={null}
/>
</Card>
</Col>
{/* Top Models */}
<Col numColSpan={1}>
<Card className="h-full">
<div className="flex justify-between items-center mb-4">
<Title>Top Models</Title>
</div>
<BarChart
className="mt-4 h-40"
data={getTopModels()}
index="key"
categories={["spend"]}
colors={["cyan"]}
valueFormatter={(value) => `$${value.toFixed(2)}`}
layout="vertical"
yAxisWidth={200}
showLegend={false}
customTooltip={({ payload, active }) => {
if (!active || !payload?.[0]) return null;
const data = payload[0].payload;
return (
<div className="bg-white p-4 shadow-lg rounded-lg border">
<p className="font-bold">{data.key}</p>
<p className="text-cyan-500">Spend: ${data.spend.toFixed(2)}</p>
<p className="text-gray-600">Total Requests: {data.requests.toLocaleString()}</p>
<p className="text-green-600">Successful: {data.successful_requests.toLocaleString()}</p>
<p className="text-red-600">Failed: {data.failed_requests.toLocaleString()}</p>
<p className="text-gray-600">Tokens: {data.tokens.toLocaleString()}</p>
</div>
);
}}
/>
</Card>
</Col>
{/* Spend by Provider */}
<Col numColSpan={2}>
<Card className="h-full">
<div className="flex justify-between items-center mb-4">
<Title>Spend by Provider</Title>
</div>
<Grid numItems={2}>
<Col numColSpan={1}>
<DonutChart
className="mt-4 h-40"
data={getProviderSpend()}
index="provider"
category="spend"
valueFormatter={(value) => `$${value.toFixed(2)}`}
colors={["cyan"]}
/>
</Col>
<Col numColSpan={1}>
<Table>
<TableHead>
<TableRow>
<TableHeaderCell>Provider</TableHeaderCell>
<TableHeaderCell>Spend</TableHeaderCell>
<TableHeaderCell className="text-green-600">Successful</TableHeaderCell>
<TableHeaderCell className="text-red-600">Failed</TableHeaderCell>
<TableHeaderCell>Tokens</TableHeaderCell>
</TableRow>
</TableHead>
<TableBody>
{getProviderSpend()
.filter(provider => provider.spend > 0)
.map((provider) => (
<TableRow key={provider.provider}>
<TableCell>{provider.provider}</TableCell>
<TableCell>
${provider.spend < 0.00001
? "less than 0.00001"
: provider.spend.toFixed(2)}
</TableCell>
<TableCell className="text-green-600">
{provider.successful_requests.toLocaleString()}
</TableCell>
<TableCell className="text-red-600">
{provider.failed_requests.toLocaleString()}
</TableCell>
<TableCell>{provider.tokens.toLocaleString()}</TableCell>
</TableRow>
))}
</TableBody>
</Table>
</Col>
</Grid>
</Card>
</Col>
{/* Usage Metrics */}
</Grid>
</TabPanel>
{/* Activity Panel */}
<TabPanel>
<ActivityMetrics modelMetrics={modelMetrics} />
</TabPanel>
<TabPanel>
<ActivityMetrics modelMetrics={keyMetrics} />
</TabPanel>
</TabPanels>
</TabGroup>
</TabPanel>
{/* Team Usage Panel */}
<TabPanel>
<EntityUsage
accessToken={accessToken}
entityType="team"
userID={userID}
userRole={userRole}
entityList={teams?.map(team => ({
label: team.team_alias,
value: team.team_id
})) || null}
/>
</TabPanel>
{/* Tag Usage Panel */}
<TabPanel>
<EntityUsage
accessToken={accessToken}
entityType="tag"
userID={userID}
userRole={userRole}
entityList={allTags}
/>
</TabPanel>
</TabPanels>
</TabGroup>
</div>
);
};
// Add this helper function to process model-specific activity data
const getModelActivityData = (userSpendData: {
results: DailyData[];
metadata: any;
}) => {
const modelData: {
[key: string]: {
total_requests: number;
total_tokens: number;
daily_data: Array<{
date: string;
api_requests: number;
total_tokens: number;
}>;
};
} = {};
userSpendData.results.forEach((day: DailyData) => {
Object.entries(day.breakdown.models || {}).forEach(([model, metrics]) => {
if (!modelData[model]) {
modelData[model] = {
total_requests: 0,
total_tokens: 0,
daily_data: []
};
}
modelData[model].total_requests += metrics.metrics.api_requests;
modelData[model].total_tokens += metrics.metrics.total_tokens;
modelData[model].daily_data.push({
date: day.date,
api_requests: metrics.metrics.api_requests,
total_tokens: metrics.metrics.total_tokens
});
});
});
return modelData;
};
// Add this helper function for number formatting
function valueFormatterNumbers(number: number) {
const formatter = new Intl.NumberFormat('en-US', {
maximumFractionDigits: 0,
notation: 'compact',
compactDisplay: 'short',
});
return formatter.format(number);
}
export default NewUsagePage; |