llm.go

package llm

import (
	"yunion.io/x/jsonutils"
	"yunion.io/x/pkg/errors"

	computeapi "yunion.io/x/onecloud/pkg/apis/compute"
	api "yunion.io/x/onecloud/pkg/apis/llm"
	"yunion.io/x/onecloud/pkg/cloudcommon/cmdline"
	"yunion.io/x/onecloud/pkg/mcclient/options"
)

type LLMBaseListOptions struct {
	options.BaseListOptions
	Host      string   `help:"filter by host"`
	LLMStatus []string `help:"filter by server status"`

	NetworkType string `help:"filter by network type"`
	NetworkId   string `help:"filter by network id"`

	ListenPort int    `help:"filter by listen port"`
	PublicIp   string `help:"filter by public ip"`
	VolumeId   string `help:"filter by volume id"`
	Unused     *bool  `help:"filter by unused"`
	Used       *bool  `help:"filter by used"`
}

type LLMListOptions struct {
	LLMBaseListOptions

	LlmSku   string   `help:"filter by llm sku"`
	LlmImage string   `help:"filter by llm image"`
	LLMTypes []string `help:"filter by llm types"`
}

func (o *LLMListOptions) Params() (jsonutils.JSONObject, error) {
	params, err := options.ListStructToParams(o)
	if err != nil {
		return nil, err
	}
	if o.Used != nil {
		params.Set("unused", jsonutils.JSONFalse)
	}
	return params, nil
}

type LLMShowOptions struct {
	options.BaseShowOptions
}

func (o *LLMShowOptions) Params() (jsonutils.JSONObject, error) {
	return options.StructToParams(o)
}

type LLMBaseCreateOptions struct {
	options.BaseCreateOptions

	AutoStart  bool
	ProjectId  string
	PreferHost string

	Net []string `help:"Network descriptions"`

	BandwidthMb int

	Count int `default:"1" help:"batch create count" json:"-"`
}

type LLMCreateOptions struct {
	LLMBaseCreateOptions

	LLM_SKU_ID     string `help:"llm sku id or name" json:"llm_sku_id"`
	PreferredModel string `help:"vLLM preferred model dir name under models path (e.g. Qwen/Qwen2-7B)" json:"-"`
}

func (o *LLMCreateOptions) Params() (jsonutils.JSONObject, error) {
	params := jsonutils.Marshal(o).(*jsonutils.JSONDict)

	if len(o.Net) > 0 {
		nets := make([]*computeapi.NetworkConfig, 0)
		for i, n := range o.Net {
			net, err := cmdline.ParseNetworkConfig(n, i)
			if err != nil {
				return nil, errors.Wrapf(err, "parse network config %s", n)
			}
			nets = append(nets, net)
		}
		params.Add(jsonutils.Marshal(nets), "nets")
	}

	if o.PreferredModel != "" {
		spec := &api.LLMSpec{
			Ollama: nil,
			Vllm:   &api.LLMSpecVllm{PreferredModel: o.PreferredModel},
			Dify:   nil,
		}
		params.Set("llm_spec", jsonutils.Marshal(spec))
	}

	return params, nil
}

func (o *LLMCreateOptions) GetCountParam() int {
	return o.Count
}

type LLMUpdateOptions struct {
	options.BaseIdOptions

	PreferredModel string `help:"vLLM preferred model dir name under models path (e.g. Qwen/Qwen2-7B); takes effect after pod recreate" json:"-"`
}

func (o *LLMUpdateOptions) GetId() string {
	return o.ID
}

func (o *LLMUpdateOptions) Params() (jsonutils.JSONObject, error) {
	dict, err := options.StructToParams(o)
	if err != nil {
		return nil, err
	}
	if o.PreferredModel != "" {
		spec := &api.LLMSpec{
			Ollama: nil,
			Vllm:   &api.LLMSpecVllm{PreferredModel: o.PreferredModel},
			Dify:   nil,
		}
		dict.Set("llm_spec", jsonutils.Marshal(spec))
	}
	return dict, nil
}

type LLMDeleteOptions struct {
	options.BaseIdOptions
}

func (o *LLMDeleteOptions) GetId() string {
	return o.ID
}

func (o *LLMDeleteOptions) Params() (jsonutils.JSONObject, error) {
	return options.StructToParams(o)
}

type LLMStartOptions struct {
	options.BaseIdsOptions
}

func (o *LLMStartOptions) Params() (jsonutils.JSONObject, error) {
	return jsonutils.Marshal(o), nil
}

type LLMRestartOptions struct {
	options.BaseIdsOptions
}

func (o *LLMRestartOptions) Params() (jsonutils.JSONObject, error) {
	return jsonutils.Marshal(o), nil
}

type LLMStopOptions struct {
	options.BaseIdsOptions
}

func (o *LLMStopOptions) Params() (jsonutils.JSONObject, error) {
	return jsonutils.Marshal(o), nil
}

type LLMIdOptions struct {
	ID string `help:"llm id" json:"-"`
}

func (opts *LLMIdOptions) GetId() string {
	return opts.ID
}

func (opts *LLMIdOptions) Params() (jsonutils.JSONObject, error) {
	return jsonutils.Marshal(opts), nil
}

type LLMAvailableNetworkOptions struct {
	NetworkType string `help:"network server_type filter, e.g. guest|hostlocal"`
	VpcId       string `help:"vpc id filter"`
}

func (opts *LLMAvailableNetworkOptions) GetId() string {
	return ""
}

func (opts *LLMAvailableNetworkOptions) Params() (jsonutils.JSONObject, error) {
	return options.StructToParams(opts)
}

type LLMSaveInstantModelOptions struct {
	LLMIdOptions

	MODEL_ID string `help:"llm model id, e.g. 500a1f067a9f"`
	Name     string `help:"instant app name, e.g. qwen3:8b"`

	AutoRestart bool
}

func (opts *LLMSaveInstantModelOptions) Params() (jsonutils.JSONObject, error) {
	input := api.LLMSaveInstantModelInput{
		ModelId:       opts.MODEL_ID,
		ModelFullName: opts.Name,
		// AutoRestart: opts.AutoRestart,
	}
	return jsonutils.Marshal(input), nil
}

type LLMQuickModelsOptions struct {
	LLMIdOptions

	MODEL []string `help:"model id of instant model, e.g. qwen3:0.6b-251202 or 7f72b5a1-4049-43db-8e91-8dee736ae1ac"`

	Method string `help:"install or uninstall" choices:"install|uninstall"`
}

func (opts *LLMQuickModelsOptions) Params() (jsonutils.JSONObject, error) {
	params := api.LLMPerformQuickModelsInput{}
	for _, mdl := range opts.MODEL {
		params.Models = append(params.Models, api.ModelInfo{
			Id: mdl,
		})
	}
	if len(opts.Method) > 0 {
		params.Method = api.TQuickModelMethod(opts.Method)
	}
	return jsonutils.Marshal(params), nil
}