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Load image from S3 directly into memory as PIL image and write to S3 directly from memory from PIL image
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import boto3 | |
from PIL import Image | |
from io import BytesIO | |
import os | |
class S3ImagesInvalidExtension(Exception): | |
pass | |
class S3ImagesUploadFailed(Exception): | |
pass | |
class S3Images(object): | |
"""Useage: | |
images = S3Images(aws_access_key_id='fjrn4uun-my-access-key-589gnmrn90', | |
aws_secret_access_key='4f4nvu5tvnd-my-secret-access-key-rjfjnubu34un4tu4', | |
region_name='eu-west-1') | |
im = images.from_s3('my-example-bucket-9933668', 'pythonlogo.png') | |
im | |
images.to_s3(im, 'my-example-bucket-9933668', 'pythonlogo2.png') | |
""" | |
def __init__(self, aws_access_key_id, aws_secret_access_key, region_name): | |
self.s3 = boto3.client('s3', aws_access_key_id=aws_access_key_id, | |
aws_secret_access_key=aws_secret_access_key, | |
region_name=region_name) | |
def from_s3(self, bucket, key): | |
file_byte_string = self.s3.get_object(Bucket=bucket, Key=key)['Body'].read() | |
return Image.open(BytesIO(file_byte_string)) | |
def to_s3(self, img, bucket, key): | |
buffer = BytesIO() | |
img.save(buffer, self.__get_safe_ext(key)) | |
buffer.seek(0) | |
sent_data = self.s3.put_object(Bucket=bucket, Key=key, Body=buffer) | |
if sent_data['ResponseMetadata']['HTTPStatusCode'] != 200: | |
raise S3ImagesUploadFailed('Failed to upload image {} to bucket {}'.format(key, bucket)) | |
def __get_safe_ext(self, key): | |
ext = os.path.splitext(key)[-1].strip('.').upper() | |
if ext in ['JPG', 'JPEG']: | |
return 'JPEG' | |
elif ext in ['PNG']: | |
return 'PNG' | |
else: | |
raise S3ImagesInvalidExtension('Extension is invalid') |
I think @terminalh253 is referring to spawning multiple clients?
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@terminalh2t3 Would running this after getting the image and running whatever processing is required be enough?