Files
CLIProxyAPI/internal/runtime/executor/gemini_cli_executor.go

703 lines
23 KiB
Go

package executor
import (
"bufio"
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"strings"
"time"
"github.com/gin-gonic/gin"
"github.com/router-for-me/CLIProxyAPI/v6/internal/config"
"github.com/router-for-me/CLIProxyAPI/v6/internal/misc"
"github.com/router-for-me/CLIProxyAPI/v6/internal/util"
cliproxyauth "github.com/router-for-me/CLIProxyAPI/v6/sdk/cliproxy/auth"
cliproxyexecutor "github.com/router-for-me/CLIProxyAPI/v6/sdk/cliproxy/executor"
sdktranslator "github.com/router-for-me/CLIProxyAPI/v6/sdk/translator"
log "github.com/sirupsen/logrus"
"github.com/tidwall/gjson"
"github.com/tidwall/sjson"
"golang.org/x/oauth2"
"golang.org/x/oauth2/google"
)
const (
codeAssistEndpoint = "https://cloudcode-pa.googleapis.com"
codeAssistVersion = "v1internal"
geminiOauthClientID = "681255809395-oo8ft2oprdrnp9e3aqf6av3hmdib135j.apps.googleusercontent.com"
geminiOauthClientSecret = "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"
)
var geminiOauthScopes = []string{
"https://www.googleapis.com/auth/cloud-platform",
"https://www.googleapis.com/auth/userinfo.email",
"https://www.googleapis.com/auth/userinfo.profile",
}
// GeminiCLIExecutor talks to the Cloud Code Assist endpoint using OAuth credentials from auth metadata.
type GeminiCLIExecutor struct {
cfg *config.Config
}
func NewGeminiCLIExecutor(cfg *config.Config) *GeminiCLIExecutor {
return &GeminiCLIExecutor{cfg: cfg}
}
func (e *GeminiCLIExecutor) Identifier() string { return "gemini-cli" }
func (e *GeminiCLIExecutor) PrepareRequest(_ *http.Request, _ *cliproxyauth.Auth) error { return nil }
func (e *GeminiCLIExecutor) Execute(ctx context.Context, auth *cliproxyauth.Auth, req cliproxyexecutor.Request, opts cliproxyexecutor.Options) (resp cliproxyexecutor.Response, err error) {
tokenSource, baseTokenData, err := prepareGeminiCLITokenSource(ctx, e.cfg, auth)
if err != nil {
return resp, err
}
reporter := newUsageReporter(ctx, e.Identifier(), req.Model, auth)
defer reporter.trackFailure(ctx, &err)
from := opts.SourceFormat
to := sdktranslator.FromString("gemini-cli")
budgetOverride, includeOverride, hasOverride := util.GeminiThinkingFromMetadata(req.Metadata)
basePayload := sdktranslator.TranslateRequest(from, to, req.Model, bytes.Clone(req.Payload), false)
if hasOverride && util.ModelSupportsThinking(req.Model) {
if budgetOverride != nil {
norm := util.NormalizeThinkingBudget(req.Model, *budgetOverride)
budgetOverride = &norm
}
basePayload = util.ApplyGeminiCLIThinkingConfig(basePayload, budgetOverride, includeOverride)
}
basePayload = util.StripThinkingConfigIfUnsupported(req.Model, basePayload)
basePayload = fixGeminiCLIImageAspectRatio(req.Model, basePayload)
action := "generateContent"
if req.Metadata != nil {
if a, _ := req.Metadata["action"].(string); a == "countTokens" {
action = "countTokens"
}
}
projectID := strings.TrimSpace(stringValue(auth.Metadata, "project_id"))
models := cliPreviewFallbackOrder(req.Model)
if len(models) == 0 || models[0] != req.Model {
models = append([]string{req.Model}, models...)
}
httpClient := newHTTPClient(ctx, e.cfg, auth, 0)
respCtx := context.WithValue(ctx, "alt", opts.Alt)
var authID, authLabel, authType, authValue string
authID = auth.ID
authLabel = auth.Label
authType, authValue = auth.AccountInfo()
var lastStatus int
var lastBody []byte
for _, attemptModel := range models {
payload := append([]byte(nil), basePayload...)
if action == "countTokens" {
payload = deleteJSONField(payload, "project")
payload = deleteJSONField(payload, "model")
} else {
payload = setJSONField(payload, "project", projectID)
payload = setJSONField(payload, "model", attemptModel)
}
tok, errTok := tokenSource.Token()
if errTok != nil {
err = errTok
return resp, err
}
updateGeminiCLITokenMetadata(auth, baseTokenData, tok)
url := fmt.Sprintf("%s/%s:%s", codeAssistEndpoint, codeAssistVersion, action)
if opts.Alt != "" && action != "countTokens" {
url = url + fmt.Sprintf("?$alt=%s", opts.Alt)
}
reqHTTP, errReq := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewReader(payload))
if errReq != nil {
err = errReq
return resp, err
}
reqHTTP.Header.Set("Content-Type", "application/json")
reqHTTP.Header.Set("Authorization", "Bearer "+tok.AccessToken)
applyGeminiCLIHeaders(reqHTTP)
reqHTTP.Header.Set("Accept", "application/json")
recordAPIRequest(ctx, e.cfg, upstreamRequestLog{
URL: url,
Method: http.MethodPost,
Headers: reqHTTP.Header.Clone(),
Body: payload,
Provider: e.Identifier(),
AuthID: authID,
AuthLabel: authLabel,
AuthType: authType,
AuthValue: authValue,
})
httpResp, errDo := httpClient.Do(reqHTTP)
if errDo != nil {
recordAPIResponseError(ctx, e.cfg, errDo)
err = errDo
return resp, err
}
data, errRead := io.ReadAll(httpResp.Body)
if errClose := httpResp.Body.Close(); errClose != nil {
log.Errorf("gemini cli executor: close response body error: %v", errClose)
}
recordAPIResponseMetadata(ctx, e.cfg, httpResp.StatusCode, httpResp.Header.Clone())
if errRead != nil {
recordAPIResponseError(ctx, e.cfg, errRead)
err = errRead
return resp, err
}
appendAPIResponseChunk(ctx, e.cfg, data)
if httpResp.StatusCode >= 200 && httpResp.StatusCode < 300 {
reporter.publish(ctx, parseGeminiCLIUsage(data))
var param any
out := sdktranslator.TranslateNonStream(respCtx, to, from, attemptModel, bytes.Clone(opts.OriginalRequest), payload, data, &param)
resp = cliproxyexecutor.Response{Payload: []byte(out)}
return resp, nil
}
lastStatus = httpResp.StatusCode
lastBody = append([]byte(nil), data...)
log.Debugf("request error, error status: %d, error body: %s", httpResp.StatusCode, string(data))
if httpResp.StatusCode == 429 {
log.Debugf("gemini cli executor: rate limited, retrying with next model")
continue
}
err = statusErr{code: httpResp.StatusCode, msg: string(data)}
return resp, err
}
if len(lastBody) > 0 {
appendAPIResponseChunk(ctx, e.cfg, lastBody)
}
if lastStatus == 0 {
lastStatus = 429
}
err = statusErr{code: lastStatus, msg: string(lastBody)}
return resp, err
}
func (e *GeminiCLIExecutor) ExecuteStream(ctx context.Context, auth *cliproxyauth.Auth, req cliproxyexecutor.Request, opts cliproxyexecutor.Options) (stream <-chan cliproxyexecutor.StreamChunk, err error) {
tokenSource, baseTokenData, err := prepareGeminiCLITokenSource(ctx, e.cfg, auth)
if err != nil {
return nil, err
}
reporter := newUsageReporter(ctx, e.Identifier(), req.Model, auth)
defer reporter.trackFailure(ctx, &err)
from := opts.SourceFormat
to := sdktranslator.FromString("gemini-cli")
budgetOverride, includeOverride, hasOverride := util.GeminiThinkingFromMetadata(req.Metadata)
basePayload := sdktranslator.TranslateRequest(from, to, req.Model, bytes.Clone(req.Payload), true)
if hasOverride && util.ModelSupportsThinking(req.Model) {
if budgetOverride != nil {
norm := util.NormalizeThinkingBudget(req.Model, *budgetOverride)
budgetOverride = &norm
}
basePayload = util.ApplyGeminiCLIThinkingConfig(basePayload, budgetOverride, includeOverride)
}
basePayload = util.StripThinkingConfigIfUnsupported(req.Model, basePayload)
basePayload = fixGeminiCLIImageAspectRatio(req.Model, basePayload)
projectID := strings.TrimSpace(stringValue(auth.Metadata, "project_id"))
models := cliPreviewFallbackOrder(req.Model)
if len(models) == 0 || models[0] != req.Model {
models = append([]string{req.Model}, models...)
}
httpClient := newHTTPClient(ctx, e.cfg, auth, 0)
respCtx := context.WithValue(ctx, "alt", opts.Alt)
var authID, authLabel, authType, authValue string
authID = auth.ID
authLabel = auth.Label
authType, authValue = auth.AccountInfo()
var lastStatus int
var lastBody []byte
for _, attemptModel := range models {
payload := append([]byte(nil), basePayload...)
payload = setJSONField(payload, "project", projectID)
payload = setJSONField(payload, "model", attemptModel)
tok, errTok := tokenSource.Token()
if errTok != nil {
err = errTok
return nil, err
}
updateGeminiCLITokenMetadata(auth, baseTokenData, tok)
url := fmt.Sprintf("%s/%s:%s", codeAssistEndpoint, codeAssistVersion, "streamGenerateContent")
if opts.Alt == "" {
url = url + "?alt=sse"
} else {
url = url + fmt.Sprintf("?$alt=%s", opts.Alt)
}
reqHTTP, errReq := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewReader(payload))
if errReq != nil {
err = errReq
return nil, err
}
reqHTTP.Header.Set("Content-Type", "application/json")
reqHTTP.Header.Set("Authorization", "Bearer "+tok.AccessToken)
applyGeminiCLIHeaders(reqHTTP)
reqHTTP.Header.Set("Accept", "text/event-stream")
recordAPIRequest(ctx, e.cfg, upstreamRequestLog{
URL: url,
Method: http.MethodPost,
Headers: reqHTTP.Header.Clone(),
Body: payload,
Provider: e.Identifier(),
AuthID: authID,
AuthLabel: authLabel,
AuthType: authType,
AuthValue: authValue,
})
httpResp, errDo := httpClient.Do(reqHTTP)
if errDo != nil {
recordAPIResponseError(ctx, e.cfg, errDo)
err = errDo
return nil, err
}
recordAPIResponseMetadata(ctx, e.cfg, httpResp.StatusCode, httpResp.Header.Clone())
if httpResp.StatusCode < 200 || httpResp.StatusCode >= 300 {
data, errRead := io.ReadAll(httpResp.Body)
if errClose := httpResp.Body.Close(); errClose != nil {
log.Errorf("gemini cli executor: close response body error: %v", errClose)
}
if errRead != nil {
recordAPIResponseError(ctx, e.cfg, errRead)
err = errRead
return nil, err
}
appendAPIResponseChunk(ctx, e.cfg, data)
lastStatus = httpResp.StatusCode
lastBody = append([]byte(nil), data...)
log.Debugf("request error, error status: %d, error body: %s", httpResp.StatusCode, string(data))
if httpResp.StatusCode == 429 {
log.Debugf("gemini cli executor: rate limited, retrying with next model")
continue
}
err = statusErr{code: httpResp.StatusCode, msg: string(data)}
return nil, err
}
out := make(chan cliproxyexecutor.StreamChunk)
stream = out
go func(resp *http.Response, reqBody []byte, attempt string) {
defer close(out)
defer func() {
if errClose := resp.Body.Close(); errClose != nil {
log.Errorf("gemini cli executor: close response body error: %v", errClose)
}
}()
if opts.Alt == "" {
scanner := bufio.NewScanner(resp.Body)
buf := make([]byte, 20_971_520)
scanner.Buffer(buf, 20_971_520)
var param any
for scanner.Scan() {
line := scanner.Bytes()
appendAPIResponseChunk(ctx, e.cfg, line)
if detail, ok := parseGeminiCLIStreamUsage(line); ok {
reporter.publish(ctx, detail)
}
if bytes.HasPrefix(line, dataTag) {
segments := sdktranslator.TranslateStream(respCtx, to, from, attempt, bytes.Clone(opts.OriginalRequest), reqBody, bytes.Clone(line), &param)
for i := range segments {
out <- cliproxyexecutor.StreamChunk{Payload: []byte(segments[i])}
}
}
}
segments := sdktranslator.TranslateStream(respCtx, to, from, attempt, bytes.Clone(opts.OriginalRequest), reqBody, bytes.Clone([]byte("[DONE]")), &param)
for i := range segments {
out <- cliproxyexecutor.StreamChunk{Payload: []byte(segments[i])}
}
if errScan := scanner.Err(); errScan != nil {
recordAPIResponseError(ctx, e.cfg, errScan)
reporter.publishFailure(ctx)
out <- cliproxyexecutor.StreamChunk{Err: errScan}
}
return
}
data, errRead := io.ReadAll(resp.Body)
if errRead != nil {
recordAPIResponseError(ctx, e.cfg, errRead)
reporter.publishFailure(ctx)
out <- cliproxyexecutor.StreamChunk{Err: errRead}
return
}
appendAPIResponseChunk(ctx, e.cfg, data)
reporter.publish(ctx, parseGeminiCLIUsage(data))
var param any
segments := sdktranslator.TranslateStream(respCtx, to, from, attempt, bytes.Clone(opts.OriginalRequest), reqBody, data, &param)
for i := range segments {
out <- cliproxyexecutor.StreamChunk{Payload: []byte(segments[i])}
}
segments = sdktranslator.TranslateStream(respCtx, to, from, attempt, bytes.Clone(opts.OriginalRequest), reqBody, bytes.Clone([]byte("[DONE]")), &param)
for i := range segments {
out <- cliproxyexecutor.StreamChunk{Payload: []byte(segments[i])}
}
}(httpResp, append([]byte(nil), payload...), attemptModel)
return stream, nil
}
if len(lastBody) > 0 {
appendAPIResponseChunk(ctx, e.cfg, lastBody)
}
if lastStatus == 0 {
lastStatus = 429
}
err = statusErr{code: lastStatus, msg: string(lastBody)}
return nil, err
}
func (e *GeminiCLIExecutor) CountTokens(ctx context.Context, auth *cliproxyauth.Auth, req cliproxyexecutor.Request, opts cliproxyexecutor.Options) (cliproxyexecutor.Response, error) {
tokenSource, baseTokenData, err := prepareGeminiCLITokenSource(ctx, e.cfg, auth)
if err != nil {
return cliproxyexecutor.Response{}, err
}
from := opts.SourceFormat
to := sdktranslator.FromString("gemini-cli")
models := cliPreviewFallbackOrder(req.Model)
if len(models) == 0 || models[0] != req.Model {
models = append([]string{req.Model}, models...)
}
httpClient := newHTTPClient(ctx, e.cfg, auth, 0)
respCtx := context.WithValue(ctx, "alt", opts.Alt)
var authID, authLabel, authType, authValue string
if auth != nil {
authID = auth.ID
authLabel = auth.Label
authType, authValue = auth.AccountInfo()
}
var lastStatus int
var lastBody []byte
budgetOverride, includeOverride, hasOverride := util.GeminiThinkingFromMetadata(req.Metadata)
for _, attemptModel := range models {
payload := sdktranslator.TranslateRequest(from, to, attemptModel, bytes.Clone(req.Payload), false)
if hasOverride && util.ModelSupportsThinking(req.Model) {
if budgetOverride != nil {
norm := util.NormalizeThinkingBudget(req.Model, *budgetOverride)
budgetOverride = &norm
}
payload = util.ApplyGeminiCLIThinkingConfig(payload, budgetOverride, includeOverride)
}
payload = deleteJSONField(payload, "project")
payload = deleteJSONField(payload, "model")
payload = util.StripThinkingConfigIfUnsupported(req.Model, payload)
payload = fixGeminiCLIImageAspectRatio(attemptModel, payload)
tok, errTok := tokenSource.Token()
if errTok != nil {
return cliproxyexecutor.Response{}, errTok
}
updateGeminiCLITokenMetadata(auth, baseTokenData, tok)
url := fmt.Sprintf("%s/%s:%s", codeAssistEndpoint, codeAssistVersion, "countTokens")
if opts.Alt != "" {
url = url + fmt.Sprintf("?$alt=%s", opts.Alt)
}
reqHTTP, errReq := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewReader(payload))
if errReq != nil {
return cliproxyexecutor.Response{}, errReq
}
reqHTTP.Header.Set("Content-Type", "application/json")
reqHTTP.Header.Set("Authorization", "Bearer "+tok.AccessToken)
applyGeminiCLIHeaders(reqHTTP)
reqHTTP.Header.Set("Accept", "application/json")
recordAPIRequest(ctx, e.cfg, upstreamRequestLog{
URL: url,
Method: http.MethodPost,
Headers: reqHTTP.Header.Clone(),
Body: payload,
Provider: e.Identifier(),
AuthID: authID,
AuthLabel: authLabel,
AuthType: authType,
AuthValue: authValue,
})
resp, errDo := httpClient.Do(reqHTTP)
if errDo != nil {
recordAPIResponseError(ctx, e.cfg, errDo)
return cliproxyexecutor.Response{}, errDo
}
data, errRead := io.ReadAll(resp.Body)
_ = resp.Body.Close()
recordAPIResponseMetadata(ctx, e.cfg, resp.StatusCode, resp.Header.Clone())
if errRead != nil {
recordAPIResponseError(ctx, e.cfg, errRead)
return cliproxyexecutor.Response{}, errRead
}
appendAPIResponseChunk(ctx, e.cfg, data)
if resp.StatusCode >= 200 && resp.StatusCode < 300 {
count := gjson.GetBytes(data, "totalTokens").Int()
translated := sdktranslator.TranslateTokenCount(respCtx, to, from, count, data)
return cliproxyexecutor.Response{Payload: []byte(translated)}, nil
}
lastStatus = resp.StatusCode
lastBody = append([]byte(nil), data...)
if resp.StatusCode == 429 {
log.Debugf("gemini cli executor: rate limited, retrying with next model")
continue
}
break
}
if lastStatus == 0 {
lastStatus = 429
}
return cliproxyexecutor.Response{}, statusErr{code: lastStatus, msg: string(lastBody)}
}
func (e *GeminiCLIExecutor) Refresh(ctx context.Context, auth *cliproxyauth.Auth) (*cliproxyauth.Auth, error) {
log.Debugf("gemini cli executor: refresh called")
_ = ctx
return auth, nil
}
func prepareGeminiCLITokenSource(ctx context.Context, cfg *config.Config, auth *cliproxyauth.Auth) (oauth2.TokenSource, map[string]any, error) {
if auth == nil || auth.Metadata == nil {
return nil, nil, fmt.Errorf("gemini-cli auth metadata missing")
}
var base map[string]any
if tokenRaw, ok := auth.Metadata["token"].(map[string]any); ok && tokenRaw != nil {
base = cloneMap(tokenRaw)
} else {
base = make(map[string]any)
}
var token oauth2.Token
if len(base) > 0 {
if raw, err := json.Marshal(base); err == nil {
_ = json.Unmarshal(raw, &token)
}
}
if token.AccessToken == "" {
token.AccessToken = stringValue(auth.Metadata, "access_token")
}
if token.RefreshToken == "" {
token.RefreshToken = stringValue(auth.Metadata, "refresh_token")
}
if token.TokenType == "" {
token.TokenType = stringValue(auth.Metadata, "token_type")
}
if token.Expiry.IsZero() {
if expiry := stringValue(auth.Metadata, "expiry"); expiry != "" {
if ts, err := time.Parse(time.RFC3339, expiry); err == nil {
token.Expiry = ts
}
}
}
conf := &oauth2.Config{
ClientID: geminiOauthClientID,
ClientSecret: geminiOauthClientSecret,
Scopes: geminiOauthScopes,
Endpoint: google.Endpoint,
}
ctxToken := ctx
if httpClient := newProxyAwareHTTPClient(ctx, cfg, auth, 0); httpClient != nil {
ctxToken = context.WithValue(ctxToken, oauth2.HTTPClient, httpClient)
}
src := conf.TokenSource(ctxToken, &token)
currentToken, err := src.Token()
if err != nil {
return nil, nil, err
}
updateGeminiCLITokenMetadata(auth, base, currentToken)
return oauth2.ReuseTokenSource(currentToken, src), base, nil
}
func updateGeminiCLITokenMetadata(auth *cliproxyauth.Auth, base map[string]any, tok *oauth2.Token) {
if auth == nil || auth.Metadata == nil || tok == nil {
return
}
if tok.AccessToken != "" {
auth.Metadata["access_token"] = tok.AccessToken
}
if tok.TokenType != "" {
auth.Metadata["token_type"] = tok.TokenType
}
if tok.RefreshToken != "" {
auth.Metadata["refresh_token"] = tok.RefreshToken
}
if !tok.Expiry.IsZero() {
auth.Metadata["expiry"] = tok.Expiry.Format(time.RFC3339)
}
merged := cloneMap(base)
if merged == nil {
merged = make(map[string]any)
}
if raw, err := json.Marshal(tok); err == nil {
var tokenMap map[string]any
if err = json.Unmarshal(raw, &tokenMap); err == nil {
for k, v := range tokenMap {
merged[k] = v
}
}
}
auth.Metadata["token"] = merged
}
func newHTTPClient(ctx context.Context, cfg *config.Config, auth *cliproxyauth.Auth, timeout time.Duration) *http.Client {
return newProxyAwareHTTPClient(ctx, cfg, auth, timeout)
}
func cloneMap(in map[string]any) map[string]any {
if in == nil {
return nil
}
out := make(map[string]any, len(in))
for k, v := range in {
out[k] = v
}
return out
}
func stringValue(m map[string]any, key string) string {
if m == nil {
return ""
}
if v, ok := m[key]; ok {
switch typed := v.(type) {
case string:
return typed
case fmt.Stringer:
return typed.String()
}
}
return ""
}
// applyGeminiCLIHeaders sets required headers for the Gemini CLI upstream.
func applyGeminiCLIHeaders(r *http.Request) {
var ginHeaders http.Header
if ginCtx, ok := r.Context().Value("gin").(*gin.Context); ok && ginCtx != nil && ginCtx.Request != nil {
ginHeaders = ginCtx.Request.Header
}
misc.EnsureHeader(r.Header, ginHeaders, "User-Agent", "google-api-nodejs-client/9.15.1")
misc.EnsureHeader(r.Header, ginHeaders, "X-Goog-Api-Client", "gl-node/22.17.0")
misc.EnsureHeader(r.Header, ginHeaders, "Client-Metadata", geminiCLIClientMetadata())
}
// geminiCLIClientMetadata returns a compact metadata string required by upstream.
func geminiCLIClientMetadata() string {
// Keep parity with CLI client defaults
return "ideType=IDE_UNSPECIFIED,platform=PLATFORM_UNSPECIFIED,pluginType=GEMINI"
}
// cliPreviewFallbackOrder returns preview model candidates for a base model.
func cliPreviewFallbackOrder(model string) []string {
switch model {
case "gemini-2.5-pro":
return []string{"gemini-2.5-pro-preview-05-06", "gemini-2.5-pro-preview-06-05"}
case "gemini-2.5-flash":
return []string{"gemini-2.5-flash-preview-04-17", "gemini-2.5-flash-preview-05-20"}
case "gemini-2.5-flash-lite":
return []string{"gemini-2.5-flash-lite-preview-06-17"}
default:
return nil
}
}
// setJSONField sets a top-level JSON field on a byte slice payload via sjson.
func setJSONField(body []byte, key, value string) []byte {
if key == "" {
return body
}
updated, err := sjson.SetBytes(body, key, value)
if err != nil {
return body
}
return updated
}
// deleteJSONField removes a top-level key if present (best-effort) via sjson.
func deleteJSONField(body []byte, key string) []byte {
if key == "" || len(body) == 0 {
return body
}
updated, err := sjson.DeleteBytes(body, key)
if err != nil {
return body
}
return updated
}
func fixGeminiCLIImageAspectRatio(modelName string, rawJSON []byte) []byte {
if modelName == "gemini-2.5-flash-image-preview" {
aspectRatioResult := gjson.GetBytes(rawJSON, "request.generationConfig.imageConfig.aspectRatio")
if aspectRatioResult.Exists() {
contents := gjson.GetBytes(rawJSON, "request.contents")
contentArray := contents.Array()
if len(contentArray) > 0 {
hasInlineData := false
loopContent:
for i := 0; i < len(contentArray); i++ {
parts := contentArray[i].Get("parts").Array()
for j := 0; j < len(parts); j++ {
if parts[j].Get("inlineData").Exists() {
hasInlineData = true
break loopContent
}
}
}
if !hasInlineData {
emptyImageBase64ed, _ := util.CreateWhiteImageBase64(aspectRatioResult.String())
emptyImagePart := `{"inlineData":{"mime_type":"image/png","data":""}}`
emptyImagePart, _ = sjson.Set(emptyImagePart, "inlineData.data", emptyImageBase64ed)
newPartsJson := `[]`
newPartsJson, _ = sjson.SetRaw(newPartsJson, "-1", `{"text": "Based on the following requirements, create an image within the uploaded picture. The new content *MUST* completely cover the entire area of the original picture, maintaining its exact proportions, and *NO* blank areas should appear."}`)
newPartsJson, _ = sjson.SetRaw(newPartsJson, "-1", emptyImagePart)
parts := contentArray[0].Get("parts").Array()
for j := 0; j < len(parts); j++ {
newPartsJson, _ = sjson.SetRaw(newPartsJson, "-1", parts[j].Raw)
}
rawJSON, _ = sjson.SetRawBytes(rawJSON, "request.contents.0.parts", []byte(newPartsJson))
rawJSON, _ = sjson.SetRawBytes(rawJSON, "request.generationConfig.responseModalities", []byte(`["IMAGE", "TEXT"]`))
}
}
rawJSON, _ = sjson.DeleteBytes(rawJSON, "request.generationConfig.imageConfig")
}
}
return rawJSON
}