dragonfly/manager/types/model.go

126 lines
3.9 KiB
Go

/*
* Copyright 2022 The Dragonfly 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 types
import (
"encoding/json"
"time"
)
const (
// ModelIDEvaluator is id of the evaluation model.
ModelIDEvaluator = "evaluator"
)
type ModelParams struct {
SchedulerID uint `uri:"id" binding:"required"`
ID string `uri:"model_id" binding:"required"`
}
type CreateModelParams struct {
SchedulerID uint `uri:"id" binding:"required"`
}
type CreateModelRequest struct {
ID string `json:"id" binding:"required,oneof=evaluator"`
Name string `json:"name" binding:"required"`
VersionID string `json:"version_id" binding:"required"`
Hostname string `json:"hostname" binding:"required"`
IP string `json:"ip" binding:"required"`
}
type GetModelsParams struct {
SchedulerID uint `uri:"id" binding:"required"`
}
type UpdateModelRequest struct {
Name string `json:"name" binding:"omitempty"`
VersionID string `json:"version_id" binding:"omitempty"`
Hostname string `json:"hostname" binding:"omitempty"`
IP string `json:"ip" binding:"omitempty"`
}
type Model struct {
ID string `json:"id" binding:"required"`
Name string `json:"name" binding:"required"`
VersionID string `json:"version_id" binding:"required"`
SchedulerID uint `json:"scheduler_id" binding:"required"`
Hostname string `json:"hostname" binding:"required"`
IP string `json:"ip" binding:"required"`
CreatedAt time.Time `json:"create_at" binding:"required"`
UpdatedAt time.Time `json:"updated_at" binding:"required"`
}
func (m *Model) MarshalBinary() ([]byte, error) {
return json.Marshal(m)
}
func (m *Model) UnmarshalBinary(data []byte) error {
return json.Unmarshal(data, m)
}
type ModelVersionParams struct {
SchedulerID uint `uri:"id" binding:"required"`
ModelID string `uri:"model_id" binding:"required"`
ID string `uri:"version_id" binding:"required"`
}
type CreateModelVersionParams struct {
SchedulerID uint `uri:"id" binding:"required"`
ModelID string `uri:"model_id" binding:"required"`
}
type CreateModelVersionRequest struct {
MAE float64 `json:"mae" binding:"required"`
MSE float64 `json:"mse" binding:"required"`
RMSE float64 `json:"rmse" binding:"required"`
R2 float64 `json:"r2" binding:"required"`
Data []byte `json:"data" binding:"required"`
}
type GetModelVersionsParams struct {
SchedulerID uint `uri:"id" binding:"required"`
ModelID string `uri:"model_id" binding:"required"`
}
type UpdateModelVersionRequest struct {
MAE float64 `json:"mae" binding:"omitempty"`
MSE float64 `json:"mse" binding:"omitempty"`
RMSE float64 `json:"rmse" binding:"omitempty"`
R2 float64 `json:"r2" binding:"omitempty"`
Data []byte `json:"data" binding:"omitempty"`
}
type ModelVersion struct {
ID string `json:"id" binding:"required"`
MAE float64 `json:"mae" binding:"required"`
MSE float64 `json:"mse" binding:"required"`
RMSE float64 `json:"rmse" binding:"required"`
R2 float64 `json:"r2" binding:"required"`
Data []byte `json:"data" binding:"required"`
CreatedAt time.Time `json:"create_at" binding:"required"`
UpdatedAt time.Time `json:"updated_at" binding:"required"`
}
func (mv *ModelVersion) MarshalBinary() ([]byte, error) {
return json.Marshal(mv)
}
func (mv *ModelVersion) UnmarshalBinary(data []byte) error {
return json.Unmarshal(data, mv)
}