Files
new-api/relay/channel/gemini/relay_gemini_usage_test.go
T
Calcium-Ion bbd97446c2 fix(relay): follow-up billing integrity and conversion completions (#7170)
Deferred follow-ups from the relaykit-tools review cycle, verified by
live end-to-end billing tests:

- billing: normalize Gemini modality keys consistently between stream
  merge and settlement (case/whitespace variants no longer drop
  independent audio/image pricing) and sum duplicate modality entries
  on both paths
- billing: sync legacy flat Claude cache-creation fields from the
  CacheCreation sub-object (including zeroing) and fall back to flat
  fields only when the snapshot never carried a sub-object, closing a
  stale 1h-cache overcharge path in cascaded deployments
- relay: move Chat-to-Claude and Chat-to-Gemini stream conversion state
  from gin.Context onto RelayInfo and reset it with SendResponseCount in
  InitChannelMeta, so channel retries start clean while per-request
  state (stream error collection, conversion diagnostics, channel
  chain, billing accumulators) survives
- relay: Claude channel now serves Gemini-format clients (request via
  registry conversion, response and stream composed through the Chat
  pivot), removing the last unimplemented conversion direction
- relaykit: recognize legacy pseudo tool names (googleSearch,
  codeExecution, urlContext) in the toolconv decode stage and drop the
  string-matching bypass in the Chat-to-Gemini converter; native Gemini
  tool output is restored and non-Gemini targets follow standard loss
  diagnostics
- relaykit: attach upstream Gemini usage (with billing_usage sidecar)
  to intermediate stream chunks so converted Claude streams report
  upstream truth from message_start, and preserve the sidecar through
  Claude stream usage merges; billing settlement unchanged
- billing: clamp negative Total-Prompt completion derivation, OR the
  Estimated flag across cross-dialect snapshot replacement, and fill
  canonical OpenAI prompt details via field-wise merge
2026-09-03 10:40:05 +08:00

642 lines
19 KiB
Go

package gemini
import (
"bytes"
"io"
"net/http"
"net/http/httptest"
"strings"
"testing"
"github.com/QuantumNous/new-api/common"
"github.com/QuantumNous/new-api/constant"
relaycommon "github.com/QuantumNous/new-api/relay/common"
"github.com/QuantumNous/new-api/relaykit/dto"
"github.com/QuantumNous/new-api/relaykit/types"
"github.com/gin-gonic/gin"
"github.com/stretchr/testify/require"
)
func TestStreamResponseGeminiChat2OpenAIAttachesUsageMetadata(t *testing.T) {
t.Parallel()
withUsage, isStop := streamResponseGeminiChat2OpenAI(&dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{{Text: "hello"}},
},
}},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 3868,
CandidatesTokenCount: 0,
TotalTokenCount: 3868,
},
})
require.False(t, isStop)
require.NotNil(t, withUsage)
require.NotNil(t, withUsage.Usage)
require.Equal(t, 3868, withUsage.Usage.PromptTokens)
require.Equal(t, 3868, withUsage.Usage.TotalTokens)
require.NotNil(t, withUsage.Usage.BillingUsage)
require.Equal(t, dto.BillingUsageSourceGeminiChat, withUsage.Usage.BillingUsage.Source)
require.Equal(t, dto.BillingUsageSemanticGemini, withUsage.Usage.BillingUsage.Semantic)
require.NotNil(t, withUsage.Usage.BillingUsage.GeminiUsageMetadata)
require.Equal(t, 3868, withUsage.Usage.BillingUsage.GeminiUsageMetadata.PromptTokenCount)
require.False(t, withUsage.Usage.BillingUsage.Estimated)
withoutUsage, _ := streamResponseGeminiChat2OpenAI(&dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{{Text: "hello"}},
},
}},
})
require.NotNil(t, withoutUsage)
require.Nil(t, withoutUsage.Usage)
}
func TestGeminiChatStreamHandlerClaudeFirstFrameUsesUpstreamUsage(t *testing.T) {
gin.SetMode(gin.TestMode)
recorder := httptest.NewRecorder()
c, _ := gin.CreateTestContext(recorder)
c.Request = httptest.NewRequest(http.MethodPost, "/v1/messages", nil)
oldStreamingTimeout := constant.StreamingTimeout
constant.StreamingTimeout = 300
t.Cleanup(func() {
constant.StreamingTimeout = oldStreamingTimeout
})
info := &relaycommon.RelayInfo{
RelayFormat: types.RelayFormatClaude,
OriginModelName: "gemini-2.5-flash",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-2.5-flash",
},
ClaudeConvertInfo: &relaycommon.ClaudeConvertInfo{
LastMessagesType: relaycommon.LastMessageTypeNone,
},
}
info.SetEstimatePromptTokens(4994)
chunkData, err := common.Marshal(dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{{Text: "hello"}},
},
}},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 3868,
TotalTokenCount: 3868,
},
})
require.NoError(t, err)
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader([]byte("data: " + string(chunkData) + "\n" + "data: [DONE]\n"))),
}
usage, newAPIError := GeminiChatStreamHandler(c, info, resp)
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 3868, usage.PromptTokens)
var startUsage, deltaUsage *dto.ClaudeUsage
for _, line := range strings.Split(recorder.Body.String(), "\n") {
payload, ok := strings.CutPrefix(strings.TrimSpace(line), "data: ")
if !ok {
continue
}
var event dto.ClaudeResponse
if err := common.UnmarshalJsonStr(payload, &event); err != nil {
continue
}
switch event.Type {
case "message_start":
if event.Message != nil {
startUsage = event.Message.Usage
}
case "message_delta":
deltaUsage = event.Usage
}
}
require.NotNil(t, startUsage)
require.Equal(t, 3868, startUsage.InputTokens)
require.NotNil(t, startUsage.BillingUsage)
require.Equal(t, dto.BillingUsageSourceGeminiChat, startUsage.BillingUsage.Source)
require.Equal(t, dto.BillingUsageSemanticGemini, startUsage.BillingUsage.Semantic)
require.NotNil(t, startUsage.BillingUsage.GeminiUsageMetadata)
require.Equal(t, 3868, startUsage.BillingUsage.GeminiUsageMetadata.PromptTokenCount)
require.False(t, startUsage.BillingUsage.Estimated)
require.NotNil(t, deltaUsage)
require.Equal(t, 3868, deltaUsage.InputTokens)
require.NotNil(t, deltaUsage.BillingUsage)
require.Equal(t, dto.BillingUsageSourceGeminiChat, deltaUsage.BillingUsage.Source)
require.Equal(t, dto.BillingUsageSemanticGemini, deltaUsage.BillingUsage.Semantic)
require.NotNil(t, deltaUsage.BillingUsage.GeminiUsageMetadata)
require.Equal(t, 3868, deltaUsage.BillingUsage.GeminiUsageMetadata.PromptTokenCount)
}
func TestGeminiChatHandlerCompletionTokensExcludeToolUsePromptTokens(t *testing.T) {
t.Parallel()
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
info := &relaycommon.RelayInfo{
RelayFormat: types.RelayFormatGemini,
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
payload := dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{
{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{
{Text: "ok"},
},
},
},
},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 151,
ToolUsePromptTokenCount: 18329,
CandidatesTokenCount: 1089,
ThoughtsTokenCount: 1120,
TotalTokenCount: 20689,
},
}
body, err := common.Marshal(payload)
require.NoError(t, err)
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(body)),
}
usage, newAPIError := GeminiChatHandler(c, info, resp)
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 18480, usage.PromptTokens)
require.Equal(t, 2209, usage.CompletionTokens)
require.Equal(t, 20689, usage.TotalTokens)
require.Equal(t, 1120, usage.CompletionTokenDetails.ReasoningTokens)
}
func TestGeminiStreamHandlerCompletionTokensExcludeToolUsePromptTokens(t *testing.T) {
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
oldStreamingTimeout := constant.StreamingTimeout
constant.StreamingTimeout = 300
t.Cleanup(func() {
constant.StreamingTimeout = oldStreamingTimeout
})
info := &relaycommon.RelayInfo{
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
chunk := dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{
{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{
{Text: "partial"},
},
},
},
},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 151,
ToolUsePromptTokenCount: 18329,
CandidatesTokenCount: 1089,
ThoughtsTokenCount: 1120,
TotalTokenCount: 20689,
},
}
chunkData, err := common.Marshal(chunk)
require.NoError(t, err)
streamBody := []byte("data: " + string(chunkData) + "\n" + "data: [DONE]\n")
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(streamBody)),
}
usage, newAPIError := geminiStreamHandler(c, info, resp, func(_ string, _ *dto.GeminiChatResponse) bool {
return true
})
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 18480, usage.PromptTokens)
require.Equal(t, 2209, usage.CompletionTokens)
require.Equal(t, 20689, usage.TotalTokens)
require.Equal(t, 1120, usage.CompletionTokenDetails.ReasoningTokens)
}
func TestGeminiTextGenerationHandlerPromptTokensIncludeToolUsePromptTokens(t *testing.T) {
t.Parallel()
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1beta/models/gemini-3-flash-preview:generateContent", nil)
info := &relaycommon.RelayInfo{
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
payload := dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{
{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{
{Text: "ok"},
},
},
},
},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 151,
ToolUsePromptTokenCount: 18329,
CandidatesTokenCount: 1089,
ThoughtsTokenCount: 1120,
TotalTokenCount: 20689,
},
}
body, err := common.Marshal(payload)
require.NoError(t, err)
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(body)),
}
usage, newAPIError := GeminiTextGenerationHandler(c, info, resp)
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 18480, usage.PromptTokens)
require.Equal(t, 2209, usage.CompletionTokens)
require.Equal(t, 20689, usage.TotalTokens)
require.Equal(t, 1120, usage.CompletionTokenDetails.ReasoningTokens)
}
func TestGeminiChatHandlerUsesEstimatedPromptTokensWhenUsagePromptMissing(t *testing.T) {
t.Parallel()
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
info := &relaycommon.RelayInfo{
RelayFormat: types.RelayFormatGemini,
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
info.SetEstimatePromptTokens(20)
payload := dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{
{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{
{Text: "ok"},
},
},
},
},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 0,
ToolUsePromptTokenCount: 0,
CandidatesTokenCount: 90,
ThoughtsTokenCount: 10,
TotalTokenCount: 110,
},
}
body, err := common.Marshal(payload)
require.NoError(t, err)
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(body)),
}
usage, newAPIError := GeminiChatHandler(c, info, resp)
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 20, usage.PromptTokens)
require.Equal(t, 100, usage.CompletionTokens)
require.Equal(t, 110, usage.TotalTokens)
}
func TestGeminiStreamHandlerUsesEstimatedPromptTokensWhenUsagePromptMissing(t *testing.T) {
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
oldStreamingTimeout := constant.StreamingTimeout
constant.StreamingTimeout = 300
t.Cleanup(func() {
constant.StreamingTimeout = oldStreamingTimeout
})
info := &relaycommon.RelayInfo{
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
info.SetEstimatePromptTokens(20)
chunk := dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{
{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{
{Text: "partial"},
},
},
},
},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 0,
ToolUsePromptTokenCount: 0,
CandidatesTokenCount: 90,
ThoughtsTokenCount: 10,
TotalTokenCount: 110,
},
}
chunkData, err := common.Marshal(chunk)
require.NoError(t, err)
streamBody := []byte("data: " + string(chunkData) + "\n" + "data: [DONE]\n")
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(streamBody)),
}
usage, newAPIError := geminiStreamHandler(c, info, resp, func(_ string, _ *dto.GeminiChatResponse) bool {
return true
})
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 20, usage.PromptTokens)
require.Equal(t, 100, usage.CompletionTokens)
require.Equal(t, 110, usage.TotalTokens)
}
func TestGeminiTextGenerationHandlerUsesEstimatedPromptTokensWhenUsagePromptMissing(t *testing.T) {
t.Parallel()
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1beta/models/gemini-3-flash-preview:generateContent", nil)
info := &relaycommon.RelayInfo{
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
info.SetEstimatePromptTokens(20)
payload := dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{
{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{
{Text: "ok"},
},
},
},
},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 0,
ToolUsePromptTokenCount: 0,
CandidatesTokenCount: 90,
ThoughtsTokenCount: 10,
TotalTokenCount: 110,
},
}
body, err := common.Marshal(payload)
require.NoError(t, err)
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(body)),
}
usage, newAPIError := GeminiTextGenerationHandler(c, info, resp)
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 20, usage.PromptTokens)
require.Equal(t, 100, usage.CompletionTokens)
require.Equal(t, 110, usage.TotalTokens)
}
func TestGeminiChatHandlerMissingUsageMetadataBuildsEstimatedBillingUsage(t *testing.T) {
t.Parallel()
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
info := &relaycommon.RelayInfo{
RelayFormat: types.RelayFormatGemini,
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
info.SetEstimatePromptTokens(20)
body := []byte(`{"candidates":[{"content":{"role":"model","parts":[{"text":"ok"}]}}]}`)
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(body)),
}
usage, newAPIError := GeminiChatHandler(c, info, resp)
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 20, usage.PromptTokens)
require.NotNil(t, usage.BillingUsage)
require.True(t, usage.BillingUsage.Estimated)
require.Equal(t, dto.BillingUsageSourceGeminiChat, usage.BillingUsage.Source)
require.Equal(t, dto.BillingUsageSemanticGemini, usage.BillingUsage.Semantic)
require.NotNil(t, usage.BillingUsage.GeminiUsageMetadata)
require.Equal(t, usage.PromptTokens, usage.BillingUsage.GeminiUsageMetadata.PromptTokenCount)
require.Equal(t, usage.CompletionTokens, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
require.True(t, common.GetContextKeyBool(c, constant.ContextKeyLocalCountTokens))
}
func TestGeminiStreamHandlerPromptOnlyUsageMetadataEstimatesCompletionTokens(t *testing.T) {
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
oldStreamingTimeout := constant.StreamingTimeout
constant.StreamingTimeout = 300
t.Cleanup(func() {
constant.StreamingTimeout = oldStreamingTimeout
})
info := &relaycommon.RelayInfo{
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
info.SetEstimatePromptTokens(20)
// Simulates a client aborting the stream before the final chunk: text was
// streamed but the last observed usageMetadata only carries prompt tokens.
chunk := dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{
{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{
{Text: "partial streamed answer before disconnect"},
},
},
},
},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 151,
TotalTokenCount: 151,
},
}
chunkData, err := common.Marshal(chunk)
require.NoError(t, err)
streamBody := []byte("data: " + string(chunkData) + "\n" + "data: [DONE]\n")
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(streamBody)),
}
usage, newAPIError := geminiStreamHandler(c, info, resp, func(_ string, _ *dto.GeminiChatResponse) bool {
return true
})
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 151, usage.PromptTokens)
require.Greater(t, usage.CompletionTokens, 0)
require.Equal(t, usage.PromptTokens+usage.CompletionTokens, usage.TotalTokens)
require.NotNil(t, usage.BillingUsage)
require.True(t, usage.BillingUsage.Estimated)
require.NotNil(t, usage.BillingUsage.GeminiUsageMetadata)
require.Equal(t, usage.CompletionTokens, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
}
func TestGeminiChatHandlerPromptOnlyUsageMetadataEstimatesCompletionTokens(t *testing.T) {
t.Parallel()
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
info := &relaycommon.RelayInfo{
RelayFormat: types.RelayFormatGemini,
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
payload := dto.GeminiChatResponse{
Candidates: []dto.GeminiChatCandidate{
{
Content: dto.GeminiChatContent{
Role: "model",
Parts: []dto.GeminiPart{
{Text: "answer text without candidate token count"},
},
},
},
},
UsageMetadata: dto.GeminiUsageMetadata{
PromptTokenCount: 151,
TotalTokenCount: 151,
},
}
body, err := common.Marshal(payload)
require.NoError(t, err)
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(body)),
}
usage, newAPIError := GeminiChatHandler(c, info, resp)
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 151, usage.PromptTokens)
require.Greater(t, usage.CompletionTokens, 0)
require.Equal(t, usage.PromptTokens+usage.CompletionTokens, usage.TotalTokens)
require.NotNil(t, usage.BillingUsage)
require.True(t, usage.BillingUsage.Estimated)
}
func TestGeminiStreamHandlerEmptyUsageMetadataBuildsEstimatedBillingUsage(t *testing.T) {
gin.SetMode(gin.TestMode)
c, _ := gin.CreateTestContext(httptest.NewRecorder())
c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
oldStreamingTimeout := constant.StreamingTimeout
constant.StreamingTimeout = 300
t.Cleanup(func() {
constant.StreamingTimeout = oldStreamingTimeout
})
info := &relaycommon.RelayInfo{
OriginModelName: "gemini-3-flash-preview",
ChannelMeta: &relaycommon.ChannelMeta{
UpstreamModelName: "gemini-3-flash-preview",
},
}
info.SetEstimatePromptTokens(20)
streamBody := []byte("data: {\"candidates\":[{\"content\":{\"role\":\"model\",\"parts\":[{\"text\":\"partial\"}]}}],\"usageMetadata\":{}}\n" + "data: [DONE]\n")
resp := &http.Response{
Body: io.NopCloser(bytes.NewReader(streamBody)),
}
usage, newAPIError := geminiStreamHandler(c, info, resp, func(_ string, _ *dto.GeminiChatResponse) bool {
return true
})
require.Nil(t, newAPIError)
require.NotNil(t, usage)
require.Equal(t, 20, usage.PromptTokens)
require.NotNil(t, usage.BillingUsage)
require.True(t, usage.BillingUsage.Estimated)
require.Equal(t, dto.BillingUsageSourceGeminiChat, usage.BillingUsage.Source)
require.NotNil(t, usage.BillingUsage.GeminiUsageMetadata)
require.Equal(t, usage.PromptTokens, usage.BillingUsage.GeminiUsageMetadata.PromptTokenCount)
require.Equal(t, usage.CompletionTokens, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
require.True(t, common.GetContextKeyBool(c, constant.ContextKeyLocalCountTokens))
}