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It seems like the S3 read sometimes fails; #22214. I found out the file actually does exist in S3, so it is highly likely a transient error. This PR adds a retry mechanism to avoid the issue.

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It seems like the S3 read sometimes fails; #22214. I found out the file actually does exist in S3, so it is highly likely a transient error. This PR adds a retry mechanism to avoid the issue.
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SangBin Cho 2022-02-12 11:58:58 +09:00 • committed by GitHub
parent 531e215921
commit 640d92c385
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1 changed files with 13 additions and 1 deletions
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12
release/nightly_tests/dask_on_ray/dask_on_ray_sort.py
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@ -53,7 +53,19 @@ def load_dataset(client, data_dir, s3_bucket, nbytes, npartitions):
f"s3://{s3_bucket}/df-{num_bytes_per_partition}-{i}.parquet.gzip"
for i in range(npartitions)
]
df = None
max_retry = 3
retry = 0
while not df and retry < max_retry:
try:
df = dd.read_parquet(filenames)
except FileNotFoundError as e:
print(f"Failed to load a file. {e}")
# Wait a little bit before retrying.
time.sleep(30)
retry += 1
return df