46 lines
1.9 KiB
Go
46 lines
1.9 KiB
Go
/*
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* Copyright 2023 The Dragonfly Authors
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package models
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const (
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// ModelVersionStateActive represents the model version
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// whose state is active and the model version currently being used.
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ModelVersionStateActive = "active"
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// ModelVersionStateInactive represents the model version
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// whose state is inactive and the model version currently being not used.
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ModelVersionStateInactive = "inactive"
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// ModelTypeGNN represents the model type is GNN.
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ModelTypeGNN = "gnn"
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// ModelTypeMLP represents the model type is MLP.
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ModelTypeMLP = "mlp"
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)
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// TODO(Gaius) Add regression analysis parameters.
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type Model struct {
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BaseModel
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Type string `gorm:"column:type;type:varchar(256);index:uk_model,unique;not null;comment:type" json:"type"`
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BIO string `gorm:"column:bio;type:varchar(1024);comment:biography" json:"bio"`
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Version string `gorm:"column:version;type:varchar(256);index:uk_model,unique;not null;comment:model version" json:"version"`
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State string `gorm:"column:state;type:varchar(256);default:'inactive';comment:model state" json:"state"`
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Evaluation JSONMap `gorm:"column:evaluation;comment:evaluation metrics" json:"evaluation"`
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SchedulerID uint `gorm:"index:uk_model,unique;not null;comment:scheduler id" json:"scheduler_id"`
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Scheduler Scheduler `json:"-"`
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}
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