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ui - show models analytics

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Ishaan Jaff 2024-04-30 15:16:25 -07:00
parent b9a0a13516
commit 49f83ce204
1 changed files with 0 additions and 118 deletions
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118
ui/litellm-dashboard/src/components/usage.tsx
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@ -146,10 +146,6 @@ const UsagePage: React.FC<UsagePageProps> = ({
const [topTagsData, setTopTagsData] = useState<any[]>([]); const [topTagsData, setTopTagsData] = useState<any[]>([]);
const [uniqueTeamIds, setUniqueTeamIds] = useState<any[]>([]); const [uniqueTeamIds, setUniqueTeamIds] = useState<any[]>([]);
const [totalSpendPerTeam, setTotalSpendPerTeam] = useState<any[]>([]); const [totalSpendPerTeam, setTotalSpendPerTeam] = useState<any[]>([]);
const [modelMetrics, setModelMetrics] = useState<any[]>([]);
const [modelLatencyMetrics, setModelLatencyMetrics] = useState<any[]>([]);
const [modelGroups, setModelGroups] = useState<any[]>([]);
const [selectedModelGroup, setSelectedModelGroup] = useState<string | null>(null);
const firstDay = new Date( const firstDay = new Date(
currentDate.getFullYear(), currentDate.getFullYear(),
@ -231,25 +227,6 @@ const UsagePage: React.FC<UsagePageProps> = ({
const top_tags = await tagsSpendLogsCall(accessToken); const top_tags = await tagsSpendLogsCall(accessToken);
setTopTagsData(top_tags.top_10_tags); setTopTagsData(top_tags.top_10_tags);
// get model groups
const _model_groups = await modelInfoCall(accessToken, userID, userRole);
let model_groups = _model_groups.data;
console.log("model groups in model dashboard", model_groups);
let available_model_groups = [];
// loop through each model in model_group, access litellm_params and only inlclude the model if model["litellm_params"]["model"] startswith "azure/"
for (let i = 0; i < model_groups.length; i++) {
let model = model_groups[i];
console.log("model check", model);
let model_group = model["litellm_params"]["model"];
console.log("model group", model_group);
if (model_group.startsWith("azure/")) {
available_model_groups.push(model["model_name"]);
}
}
setModelGroups(available_model_groups);
} else if (userRole == "App Owner") { } else if (userRole == "App Owner") {
await userSpendLogsCall( await userSpendLogsCall(
accessToken, accessToken,
@ -286,22 +263,6 @@ const UsagePage: React.FC<UsagePageProps> = ({
} }
}); });
} }
const modelMetricsResponse = await modelMetricsCall(
accessToken,
userID,
userRole,
null
);
console.log("Model metrics response:", modelMetricsResponse);
// Sort by latency (avg_latency_seconds)
const sortedByLatency = [...modelMetricsResponse].sort((a, b) => b.avg_latency_seconds - a.avg_latency_seconds);
console.log("Sorted by latency:", sortedByLatency);
setModelMetrics(modelMetricsResponse);
setModelLatencyMetrics(sortedByLatency);
} catch (error) { } catch (error) {
console.error("There was an error fetching the data", error); console.error("There was an error fetching the data", error);
// Optionally, update your UI to reflect the error state here as well // Optionally, update your UI to reflect the error state here as well
@ -312,30 +273,6 @@ const UsagePage: React.FC<UsagePageProps> = ({
}, [accessToken, token, userRole, userID, startTime, endTime]); }, [accessToken, token, userRole, userID, startTime, endTime]);
const updateModelMetrics = async (modelGroup: string | null) => {
console.log("Updating model metrics for group:", modelGroup);
if (!accessToken || !userID || !userRole) {
return
}
setSelectedModelGroup(modelGroup); // If you want to store the selected model group in state
try {
const modelMetricsResponse = await modelMetricsCall(accessToken, userID, userRole, modelGroup);
console.log("Model metrics response:", modelMetricsResponse);
// Assuming modelMetricsResponse now contains the metric data for the specified model group
const sortedByLatency = [...modelMetricsResponse].sort((a, b) => b.avg_latency_seconds - a.avg_latency_seconds);
console.log("Sorted by latency:", sortedByLatency);
setModelMetrics(modelMetricsResponse);
setModelLatencyMetrics(sortedByLatency);
} catch (error) {
console.error("Failed to fetch model metrics", error);
}
}
return ( return (
<div style={{ width: "100%" }} className="p-8"> <div style={{ width: "100%" }} className="p-8">
<ViewUserSpend <ViewUserSpend
@ -350,7 +287,6 @@ const UsagePage: React.FC<UsagePageProps> = ({
<Tab>All Up</Tab> <Tab>All Up</Tab>
<Tab>Team Based Usage</Tab> <Tab>Team Based Usage</Tab>
<Tab>Tag Based Usage</Tab> <Tab>Tag Based Usage</Tab>
<Tab>Model Based Usage</Tab>
</TabList> </TabList>
<TabPanels> <TabPanels>
<TabPanel> <TabPanel>
@ -492,60 +428,6 @@ const UsagePage: React.FC<UsagePageProps> = ({
</Grid> </Grid>
</TabPanel> </TabPanel>
<TabPanel>
<Title>Filter By Model Group</Title>
<p style={{fontSize: '0.85rem', color: '#808080'}}>View how requests were load balanced within a model group</p>
<p style={{fontSize: '0.85rem', color: '#808080', fontStyle: 'italic'}}>(Beta feature) only supported for Azure Model Groups</p>
<Select
className="mb-4 mt-2"
defaultValue="all"
>
<SelectItem
value={"all"}
onClick={() => updateModelMetrics(null)}
>
All Model Groups
</SelectItem>
{modelGroups.map((group, idx) => (
<SelectItem
key={idx}
value={group}
onClick={() => updateModelMetrics(group)}
>
{group}
</SelectItem>
))}
</Select>
<Card>
<Title>Number Requests per Model</Title>
<BarChart
data={modelMetrics}
className="h-[50vh]"
index="model"
categories={["num_requests"]}
colors={["blue"]}
yAxisWidth={400}
layout="vertical"
tickGap={5}
/>
</Card>
<Card className="mt-4">
<Title>Latency Per Model</Title>
<BarChart
data={modelLatencyMetrics}
className="h-[50vh]"
index="model"
categories={["avg_latency_seconds"]}
colors={["red"]}
yAxisWidth={400}
layout="vertical"
tickGap={5}
/>
</Card>
</TabPanel>
</TabPanels> </TabPanels>
</TabGroup> </TabGroup>
</div> </div>