coze-studio/backend/internal/testutil/chat_model.go

156 lines
4.3 KiB
Go

/*
* Copyright 2025 coze-dev Authors
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package testutil
import (
"context"
"fmt"
"runtime/debug"
"sync"
"github.com/cloudwego/eino/callbacks"
"github.com/cloudwego/eino/components"
"github.com/cloudwego/eino/components/model"
"github.com/cloudwego/eino/schema"
"github.com/coze-dev/coze-studio/backend/infra/contract/modelmgr"
"github.com/coze-dev/coze-studio/backend/pkg/logs"
)
type UTChatModel struct {
InvokeResultProvider func(index int, in []*schema.Message) (*schema.Message, error)
StreamResultProvider func(index int, in []*schema.Message) (*schema.StreamReader[*schema.Message], error)
Modals []modelmgr.Modal
Index int
ModelType string
mu sync.Mutex
}
func (q *UTChatModel) Generate(ctx context.Context, in []*schema.Message, _ ...model.Option) (*schema.Message, error) {
ctx = callbacks.EnsureRunInfo(ctx, "ut_chat_model", components.ComponentOfChatModel)
ctx = callbacks.OnStart(ctx, in)
defer func() {
q.mu.Lock()
q.Index++
q.mu.Unlock()
}()
defer func() {
if panicErr := recover(); panicErr != nil {
logs.CtxErrorf(ctx, "ut Chat Model: %s, panic: %v, stack: %s", q.ModelType, panicErr, string(debug.Stack()))
callbacks.OnError(ctx, fmt.Errorf("model: %s, panic: %v, stack: %s", q.ModelType, panicErr, string(debug.Stack())))
}
}()
if q.InvokeResultProvider == nil {
return nil, fmt.Errorf("invoke result provider is nil")
}
q.mu.Lock()
msg, err := q.InvokeResultProvider(q.Index, in)
q.mu.Unlock()
if err != nil {
callbacks.OnError(ctx, err)
return nil, err
}
callbackOut := &model.CallbackOutput{
Message: msg,
}
if msg.ResponseMeta != nil {
callbackOut.TokenUsage = (*model.TokenUsage)(msg.ResponseMeta.Usage)
}
_ = callbacks.OnEnd(ctx, callbackOut)
return msg, nil
}
func (q *UTChatModel) Stream(ctx context.Context, in []*schema.Message, _ ...model.Option) (*schema.StreamReader[*schema.Message], error) {
ctx = callbacks.EnsureRunInfo(ctx, "ut_chat_model", components.ComponentOfChatModel)
ctx = callbacks.OnStart(ctx, in)
defer func() {
q.mu.Lock()
q.Index++
q.mu.Unlock()
}()
defer func() {
if panicErr := recover(); panicErr != nil {
logs.CtxErrorf(ctx, "ut Chat Model: %s, panic: %v, stack: %s", q.ModelType, panicErr, string(debug.Stack()))
callbacks.OnError(ctx, fmt.Errorf("model: %s, panic: %v, stack: %s", q.ModelType, panicErr, string(debug.Stack())))
}
}()
if q.StreamResultProvider == nil {
return nil, fmt.Errorf("stream result provider is nil")
}
q.mu.Lock()
outS, err := q.StreamResultProvider(q.Index, in)
q.mu.Unlock()
if err != nil {
callbacks.OnError(ctx, err)
return nil, err
}
callbackStream := schema.StreamReaderWithConvert(outS, func(t *schema.Message) (*model.CallbackOutput, error) {
callbackOut := &model.CallbackOutput{
Message: t,
}
if t.ResponseMeta != nil {
callbackOut.TokenUsage = (*model.TokenUsage)(t.ResponseMeta.Usage)
}
return callbackOut, nil
})
_, s := callbacks.OnEndWithStreamOutput(ctx, callbackStream)
return schema.StreamReaderWithConvert(s, func(t *model.CallbackOutput) (*schema.Message, error) {
return t.Message, nil
}), nil
}
func (q *UTChatModel) WithTools(tools []*schema.ToolInfo) (model.ToolCallingChatModel, error) {
return q, nil
}
func (q *UTChatModel) IsCallbacksEnabled() bool {
return true
}
func (q *UTChatModel) Reset() {
q.Index = 0
}
func (q *UTChatModel) Info(_ context.Context) *modelmgr.Model {
if len(q.Modals) == 0 {
return &modelmgr.Model{
Meta: modelmgr.ModelMeta{
Capability: &modelmgr.Capability{
InputModal: []modelmgr.Modal{modelmgr.ModalText},
},
},
}
}
return &modelmgr.Model{
Meta: modelmgr.ModelMeta{
Capability: &modelmgr.Capability{
InputModal: q.Modals,
},
},
}
}