使用 JWT 和 python 为 Google Bigquery 创建访问令牌

Question

我正在尝试使用带有 python 的 JWT 方法获取 bigquery 的访问令牌。 新的访问令牌将用于访问 bigquery。 但是在尝试获取新的访问令牌时，它显示错误 401。我不确定如何解决此错误。 以下文件是我用来创建场景的。

jwt.py

import google.auth.jwt as jwt
import google.auth.crypt
import time
import json
import requests


now = int(time.time())
sa_email = ''# service account
audience = 'https://www.googleapis.com/auth/bigquery'
sa_keyfile = 'key.json'
# build payload
payload = {
    'iat': now,
    # expires after 'expiry_length' seconds.
    "exp": now + 3600,
    'iss': sa_email,
    'aud': audience,
    'sub': sa_email,
    'email': sa_email
}

# sign with keyfile
signer = google.auth.crypt.RSASigner.from_service_account_file(sa_keyfile)
jwt = google.auth.jwt.encode(signer, payload)
print(jwt)
headers = {
        'Authorization': 'Bearer {}'.format(jwt.decode('utf-8')),
        'Content-type': 'application/json',
        'grant_type': 'urn:ietf:params:oauth:grant-type:jwt-bearer'
    }

url = 'https://www.googleapis.com/bigquery/v2/projects'
response = requests.get(url, headers=headers)
print(response)
print(response.status_code, response.content)
token = response.json()['access_token']
print('token : ', token)
response.raise_for_status()

要求.txt

asttokens==2.0.5
backcall==0.2.0
cachetools==5.2.0
certifi==2022.6.15
charset-normalizer==2.1.0
click==8.1.3
debugpy==1.6.2
decorator==5.1.1
entrypoints==0.4
executing==0.8.3
Flask==2.1.2
google-auth==2.9.1
idna==3.3
importlib-metadata==4.12.0
ipykernel==6.15.1
ipython==8.4.0
itsdangerous==2.1.2
jedi==0.18.1
Jinja2==3.1.2
jupyter-client==7.3.4
jupyter-core==4.11.1
MarkupSafe==2.1.1
matplotlib-inline==0.1.3
nest-asyncio==1.5.5
packaging==21.3
parso==0.8.3
pexpect==4.8.0
pickleshare==0.7.5
prompt-toolkit==3.0.30
psutil==5.9.1
ptyprocess==0.7.0
pure-eval==0.2.2
pyasn1==0.4.8
pyasn1-modules==0.2.8
Pygments==2.12.0
pyparsing==3.0.9
python-dateutil==2.8.2
pyzmq==23.2.0
requests==2.28.1
rsa==4.8
six==1.16.0
stack-data==0.3.0
tornado==6.2
traitlets==5.3.0
urllib3==1.26.10
wcwidth==0.2.5
Werkzeug==2.1.2
zipp==3.8.0

但我收到此错误：

<Response [401]>
401 b'{\n  "error": {\n    "code": 401,\n    "message": "Request had invalid authentication credentials. Expected OAuth 2 access token, login cookie or other valid authentication credential. See https://developers.google.com/identity/sign-in/web/devconsole-project.",\n    "errors": [\n      {\n        "message": "Invalid Credentials",\n        "domain": "global",\n        "reason": "authError",\n        "location": "Authorization",\n        "locationType": "header"\n      }\n    ],\n    "status": "UNAUTHENTICATED"\n  }\n}\n'
token :  {'error': {'code': 401, 'message': 'Request had invalid authentication credentials. Expected OAuth 2 access token, login cookie or other valid authentication credential. See https://developers.google.com/identity/sign-in/web/devconsole-project.', 'errors': [{'message': 'Invalid Credentials', 'domain': 'global', 'reason': 'authError', 'location': 'Authorization', 'locationType': 'header'}], 'status': 'UNAUTHENTICATED'}}
Traceback (most recent call last):
  File "test4.py", line 39, in <module>
    response.raise_for_status()
  File "/workspace/datastudio-poc/.env/lib/python3.8/site-packages/requests/models.py", line 1021, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 401 Client Error: Unauthorized for url: https://www.googleapis.com/bigquery/v2/projects

请提出一些建议，并在此先感谢您。

Answer 1

JWT 令牌用于在 GCP 中对用户进行身份验证，其中客户端应用程序发送 JSON Web 令牌进行身份验证。 要创建 JWT 令牌，您可以遵循此文档。

根据提到的错误，您可以首先尝试验证 JWT 令牌是否包含有效的 JSON，您可以使用jwt.io 。 您需要通过创建 JWT 向 API 发出经过身份验证的请求，并使用服务帐户私钥对其进行签名，并将签名的 JWT 作为请求发送到 API。 有关更多详细信息，您可以查看此链接。