plugins/wasm-go/extensions/ai-proxy/provider/deepl.go (163 lines of code) (raw):
package provider
import (
"encoding/json"
"errors"
"fmt"
"net/http"
"strings"
"time"
"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-proxy/util"
"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
"github.com/higress-group/proxy-wasm-go-sdk/proxywasm/types"
)
// deeplProvider is the provider for DeepL service.
const (
deeplHostPro = "api.deepl.com"
deeplHostFree = "api-free.deepl.com"
deeplChatCompletionPath = "/v2/translate"
)
type deeplProviderInitializer struct {
}
type deeplProvider struct {
config ProviderConfig
contextCache *contextCache
}
// spec reference: https://developers.deepl.com/docs/v/zh/api-reference/translate/openapi-spec-for-text-translation
type deeplRequest struct {
// "Model" parameter is used to distinguish which service to use
Model string `json:"model,omitempty"`
Text []string `json:"text"`
SourceLang string `json:"source_lang,omitempty"`
TargetLang string `json:"target_lang"`
Context string `json:"context,omitempty"`
SplitSentences string `json:"split_sentences,omitempty"`
PreserveFormatting bool `json:"preserve_formatting,omitempty"`
Formality string `json:"formality,omitempty"`
GlossaryId string `json:"glossary_id,omitempty"`
TagHandling string `json:"tag_handling,omitempty"`
OutlineDetection bool `json:"outline_detection,omitempty"`
NonSplittingTags []string `json:"non_splitting_tags,omitempty"`
SplittingTags []string `json:"splitting_tags,omitempty"`
IgnoreTags []string `json:"ignore_tags,omitempty"`
}
type deeplResponse struct {
Translations []deeplResponseTranslation `json:"translations,omitempty"`
Message string `json:"message,omitempty"`
}
type deeplResponseTranslation struct {
DetectedSourceLanguage string `json:"detected_source_language"`
Text string `json:"text"`
}
func (d *deeplProviderInitializer) ValidateConfig(config *ProviderConfig) error {
if config.targetLang == "" {
return errors.New("missing targetLang in deepl provider config")
}
return nil
}
func (d *deeplProviderInitializer) DefaultCapabilities() map[string]string {
return map[string]string{
string(ApiNameChatCompletion): deeplChatCompletionPath,
}
}
func (d *deeplProviderInitializer) CreateProvider(config ProviderConfig) (Provider, error) {
config.setDefaultCapabilities(d.DefaultCapabilities())
return &deeplProvider{
config: config,
contextCache: createContextCache(&config),
}, nil
}
func (d *deeplProvider) GetProviderType() string {
return providerTypeDeepl
}
func (d *deeplProvider) OnRequestHeaders(ctx wrapper.HttpContext, apiName ApiName) error {
d.config.handleRequestHeaders(d, ctx, apiName)
return nil
}
func (d *deeplProvider) TransformRequestHeaders(ctx wrapper.HttpContext, apiName ApiName, headers http.Header) {
if apiName != "" {
util.OverwriteRequestPathHeader(headers, deeplChatCompletionPath)
}
// TODO: Support default host through configuration
util.OverwriteRequestHostHeader(headers, deeplHostFree)
util.OverwriteRequestAuthorizationHeader(headers, "DeepL-Auth-Key "+d.config.GetApiTokenInUse(ctx))
}
func (d *deeplProvider) OnRequestBody(ctx wrapper.HttpContext, apiName ApiName, body []byte) (types.Action, error) {
if !d.config.isSupportedAPI(apiName) {
return types.ActionContinue, errUnsupportedApiName
}
return d.config.handleRequestBody(d, d.contextCache, ctx, apiName, body)
}
func (d *deeplProvider) TransformRequestBodyHeaders(ctx wrapper.HttpContext, apiName ApiName, body []byte, headers http.Header) ([]byte, error) {
request := &chatCompletionRequest{}
if err := decodeChatCompletionRequest(body, request); err != nil {
return nil, err
}
ctx.SetContext(ctxKeyFinalRequestModel, request.Model)
err := d.overwriteRequestHost(headers, request.Model)
if err != nil {
return nil, err
}
baiduRequest := d.deeplTextGenRequest(request)
return json.Marshal(baiduRequest)
}
func (d *deeplProvider) TransformResponseBody(ctx wrapper.HttpContext, apiName ApiName, body []byte) ([]byte, error) {
if apiName != ApiNameChatCompletion {
return body, nil
}
deeplResponse := &deeplResponse{}
if err := json.Unmarshal(body, deeplResponse); err != nil {
return nil, fmt.Errorf("unable to unmarshal deepl response: %v", err)
}
response := d.responseDeepl2OpenAI(ctx, deeplResponse)
return json.Marshal(response)
}
func (d *deeplProvider) responseDeepl2OpenAI(ctx wrapper.HttpContext, deeplResponse *deeplResponse) *chatCompletionResponse {
var choices []chatCompletionChoice
// Fail
if deeplResponse.Message != "" {
choices = make([]chatCompletionChoice, 1)
choices[0] = chatCompletionChoice{
Message: &chatMessage{Role: roleAssistant, Content: deeplResponse.Message},
Index: 0,
}
} else {
// Success
choices = make([]chatCompletionChoice, len(deeplResponse.Translations))
for idx, t := range deeplResponse.Translations {
choices[idx] = chatCompletionChoice{
Index: idx,
Message: &chatMessage{Role: roleAssistant, Content: t.Text, Name: t.DetectedSourceLanguage},
}
}
}
return &chatCompletionResponse{
Created: time.Now().UnixMilli() / 1000,
Object: objectChatCompletion,
Choices: choices,
Model: ctx.GetStringContext(ctxKeyFinalRequestModel, ""),
}
}
func (d *deeplProvider) overwriteRequestHost(headers http.Header, model string) error {
if model == "Pro" {
util.OverwriteRequestHostHeader(headers, deeplHostPro)
} else if model == "Free" {
util.OverwriteRequestHostHeader(headers, deeplHostFree)
} else {
return errors.New(`deepl model should be "Free" or "Pro"`)
}
return nil
}
func (d *deeplProvider) deeplTextGenRequest(request *chatCompletionRequest) *deeplRequest {
deeplRequest := &deeplRequest{
Text: make([]string, 0),
TargetLang: d.config.targetLang,
}
for _, msg := range request.Messages {
if msg.Role == roleSystem {
deeplRequest.Context = msg.StringContent()
} else {
deeplRequest.Text = append(deeplRequest.Text, msg.StringContent())
}
}
return deeplRequest
}
func (d *deeplProvider) GetApiName(path string) ApiName {
if strings.Contains(path, deeplChatCompletionPath) {
return ApiNameChatCompletion
}
return ""
}