add_model_saving #37

Merged
brian merged 18 commits from add_model_saving into main 2024-06-04 21:09:25 +02:00
4 changed files with 92 additions and 0 deletions
Showing only changes of commit 1579b15b4e - Show all commits
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from __future__ import annotations
from .connect import connect
from .get import get
from .put import put
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"""Definition of connect function."""
from __future__ import annotations
import os
from minio import Minio
def connect(
) -> Minio:
"""Connect to MinIO server"""
minio_endpoint = os.getenv('MINIO_ENDPOINT', default=None)
assert isinstance(minio_endpoint, str)
minio_access_key = os.getenv('MINIO_ACCESS_KEY', default=None)
assert isinstance(minio_access_key, str)
minio_secret_key = os.getenv('MINIO_SECRET_KEY', default=None)
assert isinstance(minio_secret_key, str)
minio_bucket_name = os.getenv('MINIO_BUCKET_NAME', default=None)
assert isinstance(minio_bucket_name, str)
# connect client
client = Minio(
endpoint=minio_endpoint,
access_key=minio_access_key,
secret_key=minio_secret_key,
secure=False,
)
# ensure bucket exists
if not client.bucket_exists(bucket_name=minio_bucket_name):
client.make_bucket(bucket_name=minio_bucket_name)
return client
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"""Definition of get function."""
from __future__ import annotations
import os
from io import BytesIO
from minio import Minio
def get(
client: Minio,
object_name: str,
) -> BytesIO:
"""Get buffer from bucket in MinIO."""
assert isinstance(client, Minio)
assert isinstance(object_name, str)
bucket_name = os.getenv('MINIO_BUCKET_NAME', default=None)
assert isinstance(bucket_name, str)
# get buffer
try:
response = client.get_object(bucket_name, object_name)
buffer = BytesIO(response.data)
finally:
response.close()
response.release_conn()
buffer.seek(0)
return buffer
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"""Definition of put function."""
from __future__ import annotations
import os
from io import BytesIO
from minio import Minio
def put(
client: Minio,
buffer: BytesIO,
object_name: str,
) -> None:
"""Put buffer in bucket in MinIO."""
assert isinstance(client, Minio)
assert isinstance(buffer, BytesIO)
assert isinstance(object_name, str)
bucket_name = os.getenv('MINIO_BUCKET_NAME', default=None)
assert isinstance(bucket_name, str)
# prepare for saving
num_bytes = buffer.tell()
buffer.seek(0)
# send data to bucket
client.put_object(
bucket_name=bucket_name,
object_name=object_name,
length=num_bytes,
data=buffer,
)