bbgo_origin/pkg/optimizer/config.go

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package optimizer
import (
"fmt"
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"io/ioutil"
"strings"
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"gopkg.in/yaml.v3"
"github.com/c9s/bbgo/pkg/fixedpoint"
)
const (
selectorTypeRange = "range" // deprecated: replaced by selectorTypeRangeFloat
selectorTypeRangeFloat = "rangeFloat"
selectorTypeRangeInt = "rangeInt"
selectorTypeIterate = "iterate" // deprecated: replaced by selectorTypeString
selectorTypeString = "string"
selectorTypeBool = "bool"
)
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type SelectorConfig struct {
Type string `json:"type" yaml:"type"`
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Label string `json:"label,omitempty" yaml:"label,omitempty"`
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Path string `json:"path" yaml:"path"`
Values []string `json:"values,omitempty" yaml:"values,omitempty"`
Min fixedpoint.Value `json:"min,omitempty" yaml:"min,omitempty"`
Max fixedpoint.Value `json:"max,omitempty" yaml:"max,omitempty"`
Step fixedpoint.Value `json:"step,omitempty" yaml:"step,omitempty"`
}
type LocalExecutorConfig struct {
MaxNumberOfProcesses int `json:"maxNumberOfProcesses" yaml:"maxNumberOfProcesses"`
}
type ExecutorConfig struct {
Type string `json:"type" yaml:"type"`
LocalExecutorConfig *LocalExecutorConfig `json:"local" yaml:"local"`
}
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type Config struct {
Executor *ExecutorConfig `json:"executor" yaml:"executor"`
MaxThread int `yaml:"maxThread,omitempty"`
Matrix []SelectorConfig `yaml:"matrix"`
Algorithm string `yaml:"algorithm,omitempty"`
Objective string `yaml:"objectiveBy,omitempty"`
MaxEvaluation int `yaml:"maxEvaluation"`
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}
var defaultExecutorConfig = &ExecutorConfig{
Type: "local",
LocalExecutorConfig: defaultLocalExecutorConfig,
}
var defaultLocalExecutorConfig = &LocalExecutorConfig{
MaxNumberOfProcesses: 10,
}
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func LoadConfig(yamlConfigFileName string) (*Config, error) {
configYaml, err := ioutil.ReadFile(yamlConfigFileName)
if err != nil {
return nil, err
}
var optConfig Config
if err := yaml.Unmarshal(configYaml, &optConfig); err != nil {
return nil, err
}
switch alg := strings.ToLower(optConfig.Algorithm); alg {
case "", "default":
optConfig.Algorithm = HpOptimizerAlgorithmTPE
case HpOptimizerAlgorithmTPE, HpOptimizerAlgorithmCMAES, HpOptimizerAlgorithmSOBOL, HpOptimizerAlgorithmRandom:
optConfig.Algorithm = alg
default:
return nil, fmt.Errorf(`unknown algorithm "%s"`, optConfig.Algorithm)
}
switch objective := strings.ToLower(optConfig.Objective); objective {
case "", "default":
optConfig.Objective = HpOptimizerObjectiveEquity
case HpOptimizerObjectiveEquity, HpOptimizerObjectiveProfit, HpOptimizerObjectiveVolume, HpOptimizerObjectiveProfitFactor:
optConfig.Objective = objective
default:
return nil, fmt.Errorf(`unknown objective "%s"`, optConfig.Objective)
}
if optConfig.MaxEvaluation <= 0 {
optConfig.MaxEvaluation = 100
}
if optConfig.Executor == nil {
optConfig.Executor = defaultExecutorConfig
}
if optConfig.Executor.Type == "" {
optConfig.Executor.Type = "local"
}
if optConfig.Executor.Type == "local" && optConfig.Executor.LocalExecutorConfig == nil {
optConfig.Executor.LocalExecutorConfig = defaultLocalExecutorConfig
}
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return &optConfig, nil
}