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Original file line number | Diff line number | Diff line change |
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from __future__ import annotations | ||
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from concurrent.futures import ThreadPoolExecutor | ||
import logging | ||
from typing import TYPE_CHECKING | ||
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from botocore.config import Config | ||
from django.conf import settings | ||
from django.db.models import Q | ||
from more_itertools import chunked | ||
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from dandiapi.api.models.asset import Asset | ||
from dandiapi.api.storage import get_boto_client | ||
from dandiapi.zarr.models import zarr_s3_path | ||
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from .exceptions import AssetTagRemovalError | ||
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if TYPE_CHECKING: | ||
from mypy_boto3_s3 import S3Client | ||
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from dandiapi.api.models.dandiset import Dandiset | ||
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logger = logging.getLogger(__name__) | ||
TAG_REMOVAL_CHUNK_SIZE = 5000 | ||
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def retry(times: int, exceptions: tuple[type[Exception]]): | ||
""" | ||
Retry Decorator. | ||
Retries the wrapped function/method `times` times if the exceptions listed | ||
in ``exceptions`` are thrown | ||
:param times: The number of times to repeat the wrapped function/method | ||
:param exceptions: Lists of exceptions that trigger a retry attempt | ||
""" | ||
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def decorator(func): | ||
def newfn(*args, **kwargs): | ||
attempt = 0 | ||
while attempt < times: | ||
try: | ||
return func(*args, **kwargs) | ||
except exceptions: | ||
attempt += 1 | ||
return func(*args, **kwargs) | ||
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return newfn | ||
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return decorator | ||
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@retry(times=3, exceptions=(Exception,)) | ||
def _delete_object_tags(client: S3Client, blob: str): | ||
client.delete_object_tagging( | ||
Bucket=settings.DANDI_DANDISETS_BUCKET_NAME, | ||
Key=blob, | ||
) | ||
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@retry(times=3, exceptions=(Exception,)) | ||
def _delete_zarr_object_tags(client: S3Client, zarr: str): | ||
paginator = client.get_paginator('list_objects_v2') | ||
pages = paginator.paginate( | ||
Bucket=settings.DANDI_DANDISETS_BUCKET_NAME, Prefix=zarr_s3_path(zarr_id=zarr) | ||
) | ||
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with ThreadPoolExecutor(max_workers=100) as e: | ||
for page in pages: | ||
keys = [obj['Key'] for obj in page.get('Contents', [])] | ||
futures = [e.submit(_delete_object_tags, client=client, blob=key) for key in keys] | ||
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# Check if any failed and raise exception if so | ||
failed = [key for i, key in enumerate(keys) if futures[i].exception() is not None] | ||
if failed: | ||
raise AssetTagRemovalError('Some zarr files failed to remove tags', blobs=failed) | ||
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def remove_dandiset_embargo_tags(dandiset: Dandiset): | ||
client = get_boto_client(config=Config(max_pool_connections=100)) | ||
embargoed_assets = ( | ||
Asset.objects.filter(versions__dandiset=dandiset) | ||
.filter(Q(blob__embargoed=True) | Q(zarr__embargoed=True)) | ||
.values_list('blob__blob', 'zarr__zarr_id') | ||
.iterator(chunk_size=TAG_REMOVAL_CHUNK_SIZE) | ||
) | ||
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# Chunk the blobs so we're never storing a list of all embargoed blobs | ||
chunks = chunked(embargoed_assets, TAG_REMOVAL_CHUNK_SIZE) | ||
for chunk in chunks: | ||
futures = [] | ||
with ThreadPoolExecutor(max_workers=100) as e: | ||
for blob, zarr in chunk: | ||
if blob is not None: | ||
futures.append(e.submit(_delete_object_tags, client=client, blob=blob)) | ||
if zarr is not None: | ||
futures.append(e.submit(_delete_zarr_object_tags, client=client, zarr=zarr)) | ||
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# Check if any failed and raise exception if so | ||
failed = [blob for i, blob in enumerate(chunk) if futures[i].exception() is not None] | ||
if failed: | ||
raise AssetTagRemovalError('Some assets failed to remove tags', blobs=failed) |
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