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pythonannotation-tooldatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learning
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85 lines
3.2 KiB
85 lines
3.2 KiB
import ApiService from '@/services/api.service'
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import { ConfigRepository, ConfigTestResponse } from '~/domain/models/autoLabeling/configRepository'
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import { ConfigItemList, ConfigItem } from '~/domain/models/autoLabeling/config'
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export interface ConfigItemResponse {
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id: number,
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model_name: string,
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model_attrs: object,
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template: string,
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label_mapping: object
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}
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export class APIConfigRepository implements ConfigRepository {
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constructor(
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private readonly request = ApiService
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) {}
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async list(projectId: string): Promise<ConfigItemList> {
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const url = `/projects/${projectId}/auto-labeling-configs`
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const response = await this.request.get(url)
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const responseItems: ConfigItemResponse[] = response.data
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return ConfigItemList.valueOf(
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responseItems.map(item => ConfigItem.valueOf(item))
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)
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}
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async create(projectId: string, item: ConfigItem): Promise<ConfigItem> {
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const url = `/projects/${projectId}/auto-labeling-configs`
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const response = await this.request.post(url, {
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model_name: item.modelName,
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model_attrs: item.modelAttrs,
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template: item.template,
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label_mapping: item.labelMapping
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})
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const responseItem: ConfigItemResponse = response.data
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return ConfigItem.valueOf(responseItem)
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}
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async update(projectId: string, item: ConfigItem): Promise<ConfigItem> {
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const url = `/projects/${projectId}/auto-labeling-configs/${item.id}`
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const response = await this.request.put(url, {
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id: item.id,
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model_name: item.modelName,
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model_attrs: item.modelAttrs,
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template: item.template,
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label_mapping: item.labelMapping
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})
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const responseItem: ConfigItemResponse = response.data
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return ConfigItem.valueOf(responseItem)
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}
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async delete(projectId: string, itemId: number): Promise<void> {
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const url = `/projects/${projectId}/auto-labeling-configs/${itemId}`
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await this.request.delete(url)
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}
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async testConfig(projectId: string, item: ConfigItem, text: string): Promise<ConfigTestResponse> {
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const url = `/projects/${projectId}/auto-labeling-config-testing`
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const response = await this.request.post(url, {config: {...item.toAPI()}, input: text})
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const responseItem: ConfigTestResponse = response.data
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return responseItem
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}
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async testParameters(item: ConfigItem, text: string) {
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const url = 'auto-labeling-parameter-testing'
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const response = await this.request.post(url, {...item.toAPI(), text})
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const responseItem: ConfigTestResponse = response.data
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return responseItem
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}
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async testTemplate(projectId: string, response: any, item: ConfigItem): Promise<ConfigTestResponse> {
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console.log(projectId)
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const url = `/projects/${projectId}/auto-labeling-template-testing`
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const _response = await this.request.post(url, { response, ...item.toAPI() })
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const responseItem: ConfigTestResponse = _response.data
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return responseItem
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}
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async testMapping(projectId: string, item: ConfigItem, response: any): Promise<ConfigTestResponse> {
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const url = `/projects/${projectId}/auto-labeling-mapping-testing`
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const _response = await this.request.post(url, {...item.toAPI(), response})
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const responseItem: ConfigTestResponse = _response.data
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return responseItem
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}
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}
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