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pythonannotation-tooldatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learning
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77 lines
1.9 KiB
77 lines
1.9 KiB
import { reactive } from '@nuxtjs/composition-api'
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import { TextLabel } from '~/domain/models/tasks/textLabel'
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export const useTextLabel = (repository: any, projectId: string) => {
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const state = reactive({
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labels: [] as TextLabel[],
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error: ''
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})
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const validateText = (text: string) => {
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if (state.labels.some((label) => label.text === text)) {
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state.error = 'The label already exists.'
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return false
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}
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return true
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}
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const add = async (exampleId: number, text: string) => {
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const textLabel = TextLabel.create(text)
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if (!validateText(textLabel.text)) {
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return
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}
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try {
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await repository.create(projectId, exampleId, textLabel)
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await list(exampleId)
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} catch (e: any) {
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state.error = e.response.data.detail
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}
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}
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const list = async (exampleId: number) => {
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state.labels = await repository.list(projectId, exampleId)
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}
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const update = async (exampleId: number, labelId: number, text: string) => {
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if (!validateText(text)) {
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return
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}
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const label = state.labels.find((label) => label.id === labelId)!
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label.updateText(text)
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try {
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await repository.update(projectId, exampleId, labelId, label)
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await list(exampleId)
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} catch (e: any) {
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state.error = e.response.data.detail
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}
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}
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const remove = async (exampleId: number, labelId: number) => {
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await repository.delete(projectId, exampleId, labelId)
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state.labels = state.labels.filter((label) => label.id !== labelId)
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}
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const clear = async (exampleId: number) => {
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await repository.clear(projectId, exampleId)
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state.labels = []
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}
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const autoLabel = async (exampleId: number) => {
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try {
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await repository.autoLabel(projectId, exampleId)
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await list(exampleId)
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} catch (e: any) {
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state.error = e.response.data.detail
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}
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}
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return {
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state,
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add,
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list,
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update,
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remove,
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clear,
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autoLabel
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}
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}
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