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pythonannotation-tooldatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learning
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60 lines
2.2 KiB
60 lines
2.2 KiB
import ApiService from '@/services/api.service'
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export abstract class AnnotationRepository<T> {
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labelName = 'dummy'
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constructor(readonly request = ApiService) {}
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public async list(projectId: string, exampleId: number): Promise<T[]> {
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const url = this.baseUrl(projectId, exampleId)
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const response = await this.request.get(url)
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return response.data.map((item: { [key: string]: any }) => this.toModel(item))
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}
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public async find(projectId: string, exampleId: number, labelId: number): Promise<T> {
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const url = `${this.baseUrl(projectId, exampleId)}/${labelId}`
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const response = await this.request.get(url)
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return this.toModel(response.data)
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}
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public async create(projectId: string, exampleId: number, item: T): Promise<void> {
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const url = this.baseUrl(projectId, exampleId)
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const payload = this.toPayload(item)
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await this.request.post(url, payload)
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}
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public async update(projectId: string, exampleId: number, labelId: number, item: T): Promise<T> {
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const url = `${this.baseUrl(projectId, exampleId)}/${labelId}`
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const payload = this.toPayload(item)
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const response = await this.request.patch(url, payload)
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return this.toModel(response.data)
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}
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public async delete(projectId: string, exampleId: number, labelId: number): Promise<void> {
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const url = `${this.baseUrl(projectId, exampleId)}/${labelId}`
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await this.request.delete(url)
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}
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public async clear(projectId: string, exampleId: number): Promise<void> {
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const url = this.baseUrl(projectId, exampleId)
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await this.request.delete(url)
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}
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async bulkDelete(projectId: string, exampleId: number, ids: number[]): Promise<void> {
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const url = `${this.baseUrl(projectId, exampleId)}/${this.labelName}`
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await this.request.delete(url, { ids })
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}
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public async autoLabel(projectId: string, exampleId: number): Promise<void> {
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const url = `/projects/${projectId}/auto-labeling?example=${exampleId}`
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await this.request.post(url, {})
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}
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protected baseUrl(projectId: string, exampleId: number): string {
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return `/projects/${projectId}/examples/${exampleId}/${this.labelName}`
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}
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protected abstract toModel(item: { [key: string]: any }): T
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protected abstract toPayload(item: T): { [key: string]: any }
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}
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