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pythonannotation-tooldatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learning
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146 lines
5.2 KiB
146 lines
5.2 KiB
import Vue from 'vue';
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Vue.use(require('vue-shortkey'));
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import annotationMixin from './mixin.js';
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import HTTP from './http.js';
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Vue.component('annotator', {
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template: '<div @click="setSelectedRange">\
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<span v-for="r in chunks" v-bind:class="{tag: r.color}" v-bind:style="{ color: r.color, backgroundColor: r.background }">{{ r.word }}<button v-if="r.color" class="delete is-small" @click="deleteLabel(r.index)"></button></span>\
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</div>',
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props: {
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'labels': Array, // [{id: Integer, color: String, text: String}]
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'text': String,
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'entityPositions': Array, //[{'startOffset': 10, 'endOffset': 15, 'label_id': 1}]
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},
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data() {
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return {
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startOffset: 0,
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endOffset: 0,
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}
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},
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methods: {
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setSelectedRange: function (e) {
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if (window.getSelection) {
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var range = window.getSelection().getRangeAt(0);
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var preSelectionRange = range.cloneRange();
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preSelectionRange.selectNodeContents(this.$el);
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preSelectionRange.setEnd(range.startContainer, range.startOffset);
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var start = preSelectionRange.toString().length;
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var end = start + range.toString().length;
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} else if (document.selection && document.selection.type != 'Control') {
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var selectedTextRange = document.selection.createRange();
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var preSelectionTextRange = document.body.createTextRange();
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preSelectionTextRange.moveToElementText(this.$el);
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preSelectionTextRange.setEndPoint('EndToStart', selectedTextRange);
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var start = preSelectionTextRange.text.length;
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var end = start + selectedTextRange.text.length;
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}
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this.startOffset = start;
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this.endOffset = end;
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console.log(start, end);
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},
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validRange: function () {
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if (this.startOffset == this.endOffset) {
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return false
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} else if (this.startOffset > this.text.length || this.endOffset > this.text.length) {
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return false
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} else if (this.startOffset < 0 || this.endOffset < 0) {
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return false
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} else {
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return true
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}
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},
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resetRange: function () {
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this.startOffset = 0;
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this.endOffset = 0
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},
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addLabel: function (label_id) {
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if (this.validRange()) {
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var label = {
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start_offset: this.startOffset,
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end_offset: this.endOffset,
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label_id: label_id
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};
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this.entityPositions.push(label);
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return label
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}
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},
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deleteLabel: function (index) {
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this.$emit('delete-label', index);
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this.entityPositions.splice(index, 1)
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},
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getBackgroundColor: function (label_id) {
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for (var item of this.labels) {
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if (item.id == label_id) {
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return item.background_color
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}
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}
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},
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getTextColor: function (label_id) {
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for (var item of this.labels) {
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if (item.id == label_id) {
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return item.text_color
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}
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}
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}
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},
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watch: {
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entityPositions: function () {
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this.resetRange()
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}
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},
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computed: {
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sortedEntityPositions: function () {
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return this.entityPositions.sort((a, b) => a.start_offset - b.start_offset)
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},
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chunks: function () {
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var res = [];
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var left = 0;
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var i = 0;
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for (let i in this.sortedEntityPositions) {
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var e = this.sortedEntityPositions[i];
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var text = this.text.slice(left, e['start_offset']);
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res.push({
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'word': text,
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'color': '',
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'background': ''
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});
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var text = this.text.slice(e['start_offset'], e['end_offset']);
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res.push({
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'word': text,
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'color': this.getTextColor(e.label.id),
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'background': this.getBackgroundColor(e.label.id),
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'index': i
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});
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left = e['end_offset'];
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}
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var text = this.text.slice(left, this.text.length);
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res.push({
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'word': text,
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'color': '',
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'background': ''
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});
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console.log(res);
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console.log(this.labels);
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console.log(this.entityPositions);
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return res
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}
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}
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})
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var vm = new Vue({
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el: '#mail-app',
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delimiters: ['[[', ']]'],
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mixins: [annotationMixin],
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methods: {
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annotate: function (label_id) {
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var payload = this.$refs.annotator.addLabel(label_id);
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var doc_id = this.items[this.cur].id;
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HTTP.post(`docs/${doc_id}/annotations/`, payload).then(response => {
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this.items[this.cur]['labels'].push(response.data);
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});
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this.updateProgress()
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}
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}
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});
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