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@ -1,7 +1,12 @@ |
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import os |
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from typing import List |
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from celery import shared_task |
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from django.conf import settings |
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from django.contrib.auth import get_user_model |
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from django.shortcuts import get_object_or_404 |
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from django_drf_filepond.api import store_upload |
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from django_drf_filepond.models import TemporaryUpload |
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from .pipeline.factories import create_builder, create_cleaner, create_parser |
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from .pipeline.readers import Reader |
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@ -10,7 +15,9 @@ from projects.models import Project |
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@shared_task |
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def import_dataset(user_id, project_id, filenames, file_format: str, **kwargs): |
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def import_dataset(user_id, project_id, filenames, file_format: str, save_names=None, **kwargs): |
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if not save_names: |
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save_names = {filename: filename for filename in filenames} |
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project = get_object_or_404(Project, pk=project_id) |
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user = get_object_or_404(get_user_model(), pk=user_id) |
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@ -18,6 +25,14 @@ def import_dataset(user_id, project_id, filenames, file_format: str, **kwargs): |
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builder = create_builder(project, **kwargs) |
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reader = Reader(filenames=filenames, parser=parser, builder=builder) |
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cleaner = create_cleaner(project) |
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writer = BulkWriter(batch_size=settings.IMPORT_BATCH_SIZE) |
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writer = BulkWriter(batch_size=settings.IMPORT_BATCH_SIZE, save_names=save_names) |
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writer.save(reader, project, user, cleaner) |
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return {"error": writer.errors} |
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@shared_task |
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def upload_to_store(upload_ids: List[int]): |
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temporary_uploads = TemporaryUpload.objects.filter(upload_id__in=upload_ids) |
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for tu in temporary_uploads: |
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file_path = os.path.join(tu.file.name, tu.upload_name) |
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store_upload(tu.upload_id, destination_file_path=file_path) |