使用io.bytesio从Azure存储中读取图像

Question

我有一个带有一些图像的Azure Blob存储帐户。我想将它们读为成像处理的字节，因此我可以将它们与Microsoft的Face API一起使用。我收到一条错误消息，告诉我我需要一个"字节"对象，但是我认为我已经将图像从blob转换为字节格式。我提供了我使用的整个代码，但问题来自代码的最后一大块

%matplotlib inline
import matplotlib.pyplot as plt
import io
from io import StringIO
import numpy as np
import cv2
from PIL import Image
#from StringIO import StringIO
from PIL import Image
import os
from array import array

我的凭据：

azure_storage_account_name = 'musicsurveyphotostorage'
azure_storage_account_key = None  # dont need key... we will access public 
blob... 
if azure_storage_account_name is None:
raise Exception("You must provide a name for an Azure Storage account")   
from azure.storage.blob import BlockBlobService
blob_service = BlockBlobService(azure_storage_account_name, 
azure_storage_account_key)

选择BLOB存储容器

#select container (folder) name where the files resides
container_name = 'musicsurveyphotostorage'
#list files in the selected folder
generator = blob_service.list_blobs(container_name)   
blob_prefix = 'https://{0}.blob.core.windows.net/{1}/{2}'

加载图像。错误来自以下代码块：

# load image file to process
blob_name = 'shiba.jpg'  #name of image I have stored
blob = blob_service.get_blob_to_bytes(container_name, blob_name)
image_file_in_mem = io.BytesIO(blob)
img_bytes = Image.open(image_file_in_mem)

我收到的错误消息如下：

TypeError   Traceback (most recent call last)
<ipython-input-13-6738e5733c01> in <module>()
 36 blob_name = 'shiba.jpg'  #name of image I have stored
 37 blob = blob_service.get_blob_to_bytes(container_name, blob_name)
**---> 38 image_file_in_mem = io.BytesIO(blob)**
 39 img_bytes = Image.open(image_file_in_mem)
TypeError: a bytes-like object is required, not 'Blob'

Answer 1

我没有手头的帐户可以测试，但是查看文档， get_blob_to_bytes()返回 Blob实例 - 要获取实际字节，您需要调用其content属性，即：

blob = blob_service.get_blob_to_bytes(container_name, blob_name)
image_file_in_mem = io.BytesIO(blob.content)
img_bytes = Image.open(image_file_in_mem)
# ...