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pythonannotation-tooldatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learning
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83 lines
2.1 KiB
83 lines
2.1 KiB
export class ConfigItemList {
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constructor(public configItems: ConfigItem[]) {}
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static valueOf(items: ConfigItem[]): ConfigItemList {
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return new ConfigItemList(items)
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}
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toArray(): Object[] {
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return this.configItems.map(item => item.toObject())
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}
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}
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interface LabelMappingForUI {
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from: string,
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to: string
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}
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export interface ParametersForUI {
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name: string,
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value: string | object[],
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type?: string,
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items?: string[]
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}
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export interface Fields {
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modelName: string,
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modelAttrs: ParametersForUI[],
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template: string,
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labelMapping: LabelMappingForUI[],
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taskType: string
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}
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export class ConfigItem {
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constructor(
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public id: number,
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public modelName: string,
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public modelAttrs: object,
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public template: string,
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public labelMapping: object,
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public taskType: string,
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) {}
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static valueOf(
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{ id, model_name, model_attrs, template, label_mapping, task_type }:
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{ id: number, model_name: string, model_attrs: object, template: string, label_mapping: object, task_type: string }
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): ConfigItem {
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return new ConfigItem(id, model_name, model_attrs, template, label_mapping, task_type)
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}
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static parseFromUI(
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{ modelName, modelAttrs, template, labelMapping, taskType }: Fields): ConfigItem {
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const mapping = labelMapping.reduce((a, x) => ({...a, [x.from]: x.to}), {})
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const attributes: {[key: string]: any} = modelAttrs.reduce((a, x) => ({...a, [x.name]: x.value}), {})
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for (const [key, value] of Object.entries(attributes)) {
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if (Array.isArray(value)) {
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attributes[key] = value.reduce((a, x) => ({...a, [x.key]: x.value}), {})
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}
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}
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return new ConfigItem(99999, modelName, attributes, template, mapping, taskType)
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}
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toObject(): object {
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return {
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id: this.id,
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modelName: this.modelName,
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modelAttrs: this.modelAttrs,
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template: this.template,
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labelMapping: this.labelMapping,
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taskType: this.taskType
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}
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}
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toAPI(): object {
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return {
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id: this.id,
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model_name: this.modelName,
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model_attrs: this.modelAttrs,
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template: this.template,
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label_mapping: this.labelMapping,
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task_type: this.taskType
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}
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}
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}
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