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pythondatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learningannotation-tool
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85 lines
3.8 KiB
85 lines
3.8 KiB
import DownloadSeq2seqCSV from '@/static/formats/seq2seq/download/example.csv'
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import DownloadSeq2seqJSONL from '@/static/formats/seq2seq/download/example.jsonl'
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import DownloadSequenceLabelingJSONL from '@/static/formats/sequence_labeling/download/example.jsonl'
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import DownloadSequenceLabelingJSONLText from '@/static/formats/sequence_labeling/download/example_text.jsonl'
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import DownloadTextClassificationJSONL from '@/static/formats/text_classification/download/example.jsonl'
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import DownloadTextClassificationCSV from '@/static/formats/text_classification/download/example.csv'
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import DownloadTextClassificationFastText from '@/static/formats/text_classification/download/fastText.txt'
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import UploadPlainText from '@/static/formats/generic/upload/example.txt'
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import UploadSeq2seqCSV from '@/static/formats/seq2seq/upload/example.csv'
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import UploadSeq2seqJSONL from '@/static/formats/seq2seq/upload/example.jsonl'
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import UploadSequenceLabelingCoNLL from '@/static/formats/sequence_labeling/upload/example.conll.txt'
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import UploadSequenceLabelingJSONL from '@/static/formats/sequence_labeling/upload/example.jsonl'
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import UploadTextClassificationCSV from '@/static/formats/text_classification/upload/example.csv'
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import UploadTextClassificationJSONL from '@/static/formats/text_classification/upload/example.jsonl'
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import UploadTextClassificationFastText from '@/static/formats/text_classification/upload/fastText.txt'
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export class FormatItem {
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constructor(
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public example: string,
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public type: string,
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public text: string,
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public extension: string
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) {}
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}
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const CoNLLItem = (example: string) => { return new FormatItem(example, 'conll', 'CoNLL', 'txt') }
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const CSVItem = (example: string) => { return new FormatItem(example, 'csv', 'CSV', 'csv') }
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const ExcelItem = (example: string) => { return new FormatItem(example, 'excel', 'Excel', 'xlsx') }
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const FastTextItem = (example: string) => { return new FormatItem(example, 'txt', 'fastText', 'txt') }
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const JSONLItem = (example: string) => { return new FormatItem(example, 'json', 'JSONL', 'jsonl') }
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const JSONLLabelItem = (example: string) => { return new FormatItem(example, 'json', 'JSONL(text label)', 'jsonl') }
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const PlainItem = (example: string) => { return new FormatItem(example, 'plain', 'Plain text', 'txt') }
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export class FormatFactory {
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constructor(private projectType: string) {}
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createDownloadFormat(): FormatItem[] {
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if (this.projectType === 'DocumentClassification') {
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return [
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CSVItem(DownloadTextClassificationCSV),
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JSONLItem(DownloadTextClassificationJSONL),
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FastTextItem(DownloadTextClassificationFastText)
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]
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} else if (this.projectType === 'SequenceLabeling') {
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return [
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JSONLItem(DownloadSequenceLabelingJSONL),
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JSONLLabelItem(DownloadSequenceLabelingJSONLText)
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]
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} else if (this.projectType === 'Seq2seq') {
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return [
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CSVItem(DownloadSeq2seqCSV),
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JSONLItem(DownloadSeq2seqJSONL)
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]
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} else {
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return []
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}
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}
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createUploadFormat() {
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if (this.projectType === 'DocumentClassification') {
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return [
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PlainItem(UploadPlainText),
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CSVItem(UploadTextClassificationCSV),
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JSONLItem(UploadTextClassificationJSONL),
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ExcelItem(UploadTextClassificationCSV),
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FastTextItem(UploadTextClassificationFastText)
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]
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} else if (this.projectType === 'SequenceLabeling') {
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return [
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PlainItem(UploadPlainText),
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JSONLItem(UploadSequenceLabelingJSONL),
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CoNLLItem(UploadSequenceLabelingCoNLL)
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]
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} else if (this.projectType === 'Seq2seq') {
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return [
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PlainItem(UploadPlainText),
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CSVItem(UploadSeq2seqCSV),
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JSONLItem(UploadSeq2seqJSONL),
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ExcelItem(UploadSeq2seqCSV)
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]
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} else {
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return []
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}
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}
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}
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