对于一个项目,我需要在S3存储桶中下载一些项目。我已经看过有关该主题的类似文章;但是,我在程序中对访问密钥ID和秘密访问密钥进行了硬编码,但仍然无法下载它们。 Python不断返回错误:
“ botocore.exceptions.NoCredentialsError:无法找到凭据”
尽管提供了我的凭据,但仍然无法下载。我的代码在下面提供。谁能帮我解决这个问题?
import boto3
import os
"""import sys
import csv
import pandas as pd
import numpy as np
import tensorflow as tf"""
import nibabel as nib
from boto3.session import Session
aws_access_key_id = '********************'
aws_secret_access_key = '****************************************'
bucket1 = 'adnimcic'
mcic = [[], [], []]
mcicc = [[], [], []]
bucket2 = 'adnimcinc'
mcinc = [[], [], []]
bucket3 = 'adniresults'
results = []
s3_client = boto3.client('s3')
#connecting to S3
session = Session(aws_access_key_id, aws_secret_access_key)
s3 = session.resource('s3')
bucket1obj = s3.Bucket(bucket1)
#bucket2obj = s3.Bucket(bucket2)
#'MCIc_Segmented/ADNI_002_S_0729_MR_MP-RAGE_REPEAT_br_raw_20070225105857428_72_S27091_I41585_be_be_pve_2.nii.gz_extracted'
def concatenate(name):
name = name.split('.')
name.pop()
name = name[0] + '.' + name[1]
name = name.split('/')
name = name[1]
return name
def download(bucketname, key):
path = '/Volumes/LaCie Mac/' + concatenate(key.key)
s3_client.download_file(bucketname, key.key, path)
for key in bucket1obj.objects.all():
if 'pve_0' and 'extracted' in key.key:
mcic[0].append(key)
download(bucket1, key)
for key in bucket1obj.objects.all():
if 'pve_1' and 'extracted' in key.key:
mcic[1].append(key)
download(bucket1, key)
for key in bucket1obj.objects.all():
if 'pve_2' and 'extracted' in key.key:
mcic[2].append(key)
download(bucket1, key)
答案 0 :(得分:2)
看看您的代码,您有两个不同的 S3 对象getDerivedStateFromProps
和s3_client
:
s3
```
查看您的代码,看起来您在s3_client = boto3.client('s3')
...
session = Session(aws_access_key_id, aws_secret_access_key)
s3 = session.resource('s3')
...
def download(bucketname, key):
path = '/Volumes/LaCie Mac/' + concatenate(key.key)
s3_client.download_file(bucketname, key.key, path)
对象上使用了aws_access_key_id
和aws_secret_access_key
对象,并按预期在session
资源上使用了对象,但是您没有不要在s3
上使用会话。
如果我正确理解了您的问题,则应该可以通过从会话中创建客户端来解决此问题,例如:
s3_client