api: expose usage data
This commit is contained in:
jmorganca
2026-01-08 22:28:33 -08:00
parent 12e2b3514a
commit d132315276
10 changed files with 828 additions and 5 deletions

65
server/usage/reporter.go Normal file
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package usage
import (
"bytes"
"context"
"encoding/json"
"fmt"
"net/http"
"time"
"github.com/ollama/ollama/version"
)
const (
reportTimeout = 10 * time.Second
usageURL = "https://ollama.com/api/usage"
)
// HeartbeatResponse is the response from the heartbeat endpoint.
type HeartbeatResponse struct {
UpdateVersion string `json:"update_version,omitempty"`
}
// UpdateAvailable returns the available update version, if any.
func (t *Stats) UpdateAvailable() string {
if v := t.updateAvailable.Load(); v != nil {
return v.(string)
}
return ""
}
// sendHeartbeat sends usage stats and checks for updates.
func (t *Stats) sendHeartbeat(payload *Payload) {
data, err := json.Marshal(payload)
if err != nil {
return
}
ctx, cancel := context.WithTimeout(context.Background(), reportTimeout)
defer cancel()
req, err := http.NewRequestWithContext(ctx, http.MethodPost, usageURL, bytes.NewReader(data))
if err != nil {
return
}
req.Header.Set("Content-Type", "application/json")
req.Header.Set("User-Agent", fmt.Sprintf("ollama/%s", version.Version))
resp, err := http.DefaultClient.Do(req)
if err != nil {
return
}
defer resp.Body.Close()
if resp.StatusCode != http.StatusOK {
return
}
var heartbeat HeartbeatResponse
if err := json.NewDecoder(resp.Body).Decode(&heartbeat); err != nil {
return
}
t.updateAvailable.Store(heartbeat.UpdateVersion)
}

23
server/usage/source.go Normal file
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package usage
import (
"strings"
)
// API type constants
const (
APITypeOllama = "ollama"
APITypeOpenAI = "openai"
APITypeAnthropic = "anthropic"
)
// ClassifyAPIType determines the API type from the request path.
func ClassifyAPIType(path string) string {
if strings.HasPrefix(path, "/v1/messages") {
return APITypeAnthropic
}
if strings.HasPrefix(path, "/v1/") {
return APITypeOpenAI
}
return APITypeOllama
}

324
server/usage/usage.go Normal file
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// Package usage provides in-memory usage statistics collection and reporting.
package usage
import (
"runtime"
"sync"
"sync/atomic"
"time"
"github.com/ollama/ollama/discover"
"github.com/ollama/ollama/version"
)
// Stats collects usage statistics in memory and reports them periodically.
type Stats struct {
mu sync.RWMutex
// Atomic counters for hot path
requestsTotal atomic.Int64
tokensPrompt atomic.Int64
tokensCompletion atomic.Int64
errorsTotal atomic.Int64
// Map-based counters (require lock)
endpoints map[string]int64
architectures map[string]int64
apis map[string]int64
models map[string]*ModelStats // per-model stats
// Feature usage
toolCalls atomic.Int64
structuredOutput atomic.Int64
// Update info (set by reporter after pinging update endpoint)
updateAvailable atomic.Value // string
// Reporter
stopCh chan struct{}
doneCh chan struct{}
interval time.Duration
endpoint string
}
// ModelStats tracks per-model usage statistics.
type ModelStats struct {
Requests int64
TokensInput int64
TokensOutput int64
}
// Request contains the data to record for a single request.
type Request struct {
Endpoint string // "chat", "generate", "embed"
Model string // model name (e.g., "llama3.2:3b")
Architecture string // model architecture (e.g., "llama", "qwen2")
APIType string // "native" or "openai_compat"
PromptTokens int
CompletionTokens int
UsedTools bool
StructuredOutput bool
}
// SystemInfo contains hardware information to report.
type SystemInfo struct {
OS string `json:"os"`
Arch string `json:"arch"`
CPUCores int `json:"cpu_cores"`
RAMBytes uint64 `json:"ram_bytes"`
GPUs []GPU `json:"gpus,omitempty"`
}
// GPU contains information about a GPU.
type GPU struct {
Name string `json:"name"`
VRAMBytes uint64 `json:"vram_bytes"`
ComputeMajor int `json:"compute_major,omitempty"`
ComputeMinor int `json:"compute_minor,omitempty"`
DriverMajor int `json:"driver_major,omitempty"`
DriverMinor int `json:"driver_minor,omitempty"`
}
// Payload is the data sent to the heartbeat endpoint.
type Payload struct {
Version string `json:"version"`
Time time.Time `json:"time"`
System SystemInfo `json:"system"`
Totals struct {
Requests int64 `json:"requests"`
Errors int64 `json:"errors"`
InputTokens int64 `json:"input_tokens"`
OutputTokens int64 `json:"output_tokens"`
} `json:"totals"`
Endpoints map[string]int64 `json:"endpoints"`
Architectures map[string]int64 `json:"architectures"`
APIs map[string]int64 `json:"apis"`
Features struct {
ToolCalls int64 `json:"tool_calls"`
StructuredOutput int64 `json:"structured_output"`
} `json:"features"`
}
const (
defaultInterval = 1 * time.Hour
)
// New creates a new Stats instance.
func New(opts ...Option) *Stats {
t := &Stats{
endpoints: make(map[string]int64),
architectures: make(map[string]int64),
apis: make(map[string]int64),
models: make(map[string]*ModelStats),
stopCh: make(chan struct{}),
doneCh: make(chan struct{}),
interval: defaultInterval,
}
for _, opt := range opts {
opt(t)
}
return t
}
// Option configures the Stats instance.
type Option func(*Stats)
// WithInterval sets the reporting interval.
func WithInterval(d time.Duration) Option {
return func(t *Stats) {
t.interval = d
}
}
// Record records a request. This is the hot path and should be fast.
func (t *Stats) Record(r *Request) {
t.requestsTotal.Add(1)
t.tokensPrompt.Add(int64(r.PromptTokens))
t.tokensCompletion.Add(int64(r.CompletionTokens))
if r.UsedTools {
t.toolCalls.Add(1)
}
if r.StructuredOutput {
t.structuredOutput.Add(1)
}
t.mu.Lock()
t.endpoints[r.Endpoint]++
t.architectures[r.Architecture]++
t.apis[r.APIType]++
// Track per-model stats
if r.Model != "" {
if t.models[r.Model] == nil {
t.models[r.Model] = &ModelStats{}
}
t.models[r.Model].Requests++
t.models[r.Model].TokensInput += int64(r.PromptTokens)
t.models[r.Model].TokensOutput += int64(r.CompletionTokens)
}
t.mu.Unlock()
}
// RecordError records a failed request.
func (t *Stats) RecordError() {
t.errorsTotal.Add(1)
}
// GetModelStats returns a copy of per-model statistics.
func (t *Stats) GetModelStats() map[string]*ModelStats {
t.mu.RLock()
defer t.mu.RUnlock()
result := make(map[string]*ModelStats, len(t.models))
for k, v := range t.models {
result[k] = &ModelStats{
Requests: v.Requests,
TokensInput: v.TokensInput,
TokensOutput: v.TokensOutput,
}
}
return result
}
// View returns current stats without resetting counters.
func (t *Stats) View() *Payload {
t.mu.RLock()
defer t.mu.RUnlock()
now := time.Now()
// Copy maps
endpoints := make(map[string]int64, len(t.endpoints))
for k, v := range t.endpoints {
endpoints[k] = v
}
architectures := make(map[string]int64, len(t.architectures))
for k, v := range t.architectures {
architectures[k] = v
}
apis := make(map[string]int64, len(t.apis))
for k, v := range t.apis {
apis[k] = v
}
p := &Payload{
Version: version.Version,
Time: now,
System: getSystemInfo(),
Endpoints: endpoints,
Architectures: architectures,
APIs: apis,
}
p.Totals.Requests = t.requestsTotal.Load()
p.Totals.Errors = t.errorsTotal.Load()
p.Totals.InputTokens = t.tokensPrompt.Load()
p.Totals.OutputTokens = t.tokensCompletion.Load()
p.Features.ToolCalls = t.toolCalls.Load()
p.Features.StructuredOutput = t.structuredOutput.Load()
return p
}
// Snapshot returns current stats and resets counters.
func (t *Stats) Snapshot() *Payload {
t.mu.Lock()
defer t.mu.Unlock()
now := time.Now()
p := &Payload{
Version: version.Version,
Time: now,
System: getSystemInfo(),
Endpoints: t.endpoints,
Architectures: t.architectures,
APIs: t.apis,
}
p.Totals.Requests = t.requestsTotal.Swap(0)
p.Totals.Errors = t.errorsTotal.Swap(0)
p.Totals.InputTokens = t.tokensPrompt.Swap(0)
p.Totals.OutputTokens = t.tokensCompletion.Swap(0)
p.Features.ToolCalls = t.toolCalls.Swap(0)
p.Features.StructuredOutput = t.structuredOutput.Swap(0)
// Reset maps
t.endpoints = make(map[string]int64)
t.architectures = make(map[string]int64)
t.apis = make(map[string]int64)
return p
}
// getSystemInfo collects hardware information.
func getSystemInfo() SystemInfo {
info := SystemInfo{
OS: runtime.GOOS,
Arch: runtime.GOARCH,
}
// Get CPU and memory info
sysInfo := discover.GetSystemInfo()
info.CPUCores = sysInfo.ThreadCount
info.RAMBytes = sysInfo.TotalMemory
// Get GPU info
gpus := getGPUInfo()
info.GPUs = gpus
return info
}
// GPUInfoFunc is a function that returns GPU information.
// It's set by the server package after GPU discovery.
var GPUInfoFunc func() []GPU
// getGPUInfo collects GPU information.
func getGPUInfo() []GPU {
if GPUInfoFunc != nil {
return GPUInfoFunc()
}
return nil
}
// Start begins the periodic reporting goroutine.
func (t *Stats) Start() {
go t.reportLoop()
}
// Stop stops reporting and waits for the final report.
func (t *Stats) Stop() {
close(t.stopCh)
<-t.doneCh
}
// reportLoop runs the periodic reporting.
func (t *Stats) reportLoop() {
defer close(t.doneCh)
ticker := time.NewTicker(t.interval)
defer ticker.Stop()
for {
select {
case <-ticker.C:
t.report()
case <-t.stopCh:
// Send final report before stopping
t.report()
return
}
}
}
// report sends usage stats and checks for updates.
func (t *Stats) report() {
payload := t.Snapshot()
t.sendHeartbeat(payload)
}

194
server/usage/usage_test.go Normal file
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package usage
import (
"testing"
)
func TestNew(t *testing.T) {
stats := New()
if stats == nil {
t.Fatal("New() returned nil")
}
}
func TestRecord(t *testing.T) {
stats := New()
stats.Record(&Request{
Model: "llama3:8b",
Endpoint: "chat",
Architecture: "llama",
APIType: "native",
PromptTokens: 100,
CompletionTokens: 50,
UsedTools: true,
StructuredOutput: false,
})
// Check totals
payload := stats.View()
if payload.Totals.Requests != 1 {
t.Errorf("expected 1 request, got %d", payload.Totals.Requests)
}
if payload.Totals.InputTokens != 100 {
t.Errorf("expected 100 prompt tokens, got %d", payload.Totals.InputTokens)
}
if payload.Totals.OutputTokens != 50 {
t.Errorf("expected 50 completion tokens, got %d", payload.Totals.OutputTokens)
}
if payload.Features.ToolCalls != 1 {
t.Errorf("expected 1 tool call, got %d", payload.Features.ToolCalls)
}
if payload.Features.StructuredOutput != 0 {
t.Errorf("expected 0 structured outputs, got %d", payload.Features.StructuredOutput)
}
}
func TestGetModelStats(t *testing.T) {
stats := New()
// Record requests for multiple models
stats.Record(&Request{
Model: "llama3:8b",
PromptTokens: 100,
CompletionTokens: 50,
})
stats.Record(&Request{
Model: "llama3:8b",
PromptTokens: 200,
CompletionTokens: 100,
})
stats.Record(&Request{
Model: "mistral:7b",
PromptTokens: 50,
CompletionTokens: 25,
})
modelStats := stats.GetModelStats()
// Check llama3:8b stats
llama := modelStats["llama3:8b"]
if llama == nil {
t.Fatal("expected llama3:8b stats")
}
if llama.Requests != 2 {
t.Errorf("expected 2 requests for llama3:8b, got %d", llama.Requests)
}
if llama.TokensInput != 300 {
t.Errorf("expected 300 input tokens for llama3:8b, got %d", llama.TokensInput)
}
if llama.TokensOutput != 150 {
t.Errorf("expected 150 output tokens for llama3:8b, got %d", llama.TokensOutput)
}
// Check mistral:7b stats
mistral := modelStats["mistral:7b"]
if mistral == nil {
t.Fatal("expected mistral:7b stats")
}
if mistral.Requests != 1 {
t.Errorf("expected 1 request for mistral:7b, got %d", mistral.Requests)
}
if mistral.TokensInput != 50 {
t.Errorf("expected 50 input tokens for mistral:7b, got %d", mistral.TokensInput)
}
if mistral.TokensOutput != 25 {
t.Errorf("expected 25 output tokens for mistral:7b, got %d", mistral.TokensOutput)
}
}
func TestRecordError(t *testing.T) {
stats := New()
stats.RecordError()
stats.RecordError()
payload := stats.View()
if payload.Totals.Errors != 2 {
t.Errorf("expected 2 errors, got %d", payload.Totals.Errors)
}
}
func TestView(t *testing.T) {
stats := New()
stats.Record(&Request{
Model: "llama3:8b",
Endpoint: "chat",
Architecture: "llama",
APIType: "native",
})
// First view
_ = stats.View()
// View should not reset counters
payload := stats.View()
if payload.Totals.Requests != 1 {
t.Errorf("View should not reset counters, expected 1 request, got %d", payload.Totals.Requests)
}
}
func TestSnapshot(t *testing.T) {
stats := New()
stats.Record(&Request{
Model: "llama3:8b",
Endpoint: "chat",
PromptTokens: 100,
CompletionTokens: 50,
})
// Snapshot should return data and reset counters
snapshot := stats.Snapshot()
if snapshot.Totals.Requests != 1 {
t.Errorf("expected 1 request in snapshot, got %d", snapshot.Totals.Requests)
}
// After snapshot, counters should be reset
payload2 := stats.View()
if payload2.Totals.Requests != 0 {
t.Errorf("expected 0 requests after snapshot, got %d", payload2.Totals.Requests)
}
}
func TestConcurrentAccess(t *testing.T) {
stats := New()
done := make(chan bool)
// Concurrent writes
for i := 0; i < 10; i++ {
go func() {
for j := 0; j < 100; j++ {
stats.Record(&Request{
Model: "llama3:8b",
PromptTokens: 10,
CompletionTokens: 5,
})
}
done <- true
}()
}
// Concurrent reads
for i := 0; i < 5; i++ {
go func() {
for j := 0; j < 100; j++ {
_ = stats.View()
_ = stats.GetModelStats()
}
done <- true
}()
}
// Wait for all goroutines
for i := 0; i < 15; i++ {
<-done
}
payload := stats.View()
if payload.Totals.Requests != 1000 {
t.Errorf("expected 1000 requests, got %d", payload.Totals.Requests)
}
}