[对于上下文,我使用的是 mac OS 和 Python]
安装 cds api 后,基本上按照官方网站的用户指南中的说明进行 cds api 设置: https://cds-beta.climate.copernicus .eu/how-to-api ,并运行此示例代码进行数据访问,返回此错误
{示例代码}
import cdsapi 客户端= cdsapi.Client()
数据集=“重新分析-era5-压力水平” 请求={ 'product_type': '重新分析', 'format': 'grib', # 也可以使用'netcdf' '变量':'温度', '压力等级':'850', '年份': '2020', ‘月份’:‘01’, ‘日’:‘01’, '时间': '00:00', 'area': [50, -130, 20, -60], # 北、西、南、东(示例区域) }
client.retrieve(数据集,请求,'downloaded_file.grib')
{错误} AssertionError:提供的 cdsapi 密钥格式不正确,请确保其符合: :
但是,在采取必要的操作来避免该错误(包括添加 UID)之后,将会弹出相同的错误。
我错过了什么吗?
我尝试了删除 UID因为新的更新指示不再需要练习(如用户指南中所述),并且仍然添加 UID,因为我收到相同的错误消息
AssertionError: The cdsapi keyprovided is not the Correct格式,请确保符合: :
The error message "AssertionError: The cdsapi key provided is not the correct format, please ensure it conforms to :" suggests there's an issue with how you're providing your CDS API key. Here's a breakdown of common causes and how to fix them:
1. CDS API Key Format:
- No Key Provided: Ensure you've actually set your API key. The error message appears even if no key is provided at all.
- Incorrect Format: The API key should be a single string. Avoid extra spaces, line breaks, or special characters.
- Outdated Instructions: Older guides might mention a UID along with the API key. You no longer need the UID .
2. How to Store and Access Your API Key (Best Practices):
-
Environment Variable (Recommended):
-
Set the variable:
bash export CDSAPI_URL="https://cds.climate.copernicus.eu/api" export CDSAPI_KEY="your_uid:your_api_key"
Replace"your_uid:your_api_key"
with your actual credentials. -
Verify:
bash echo $CDSAPI_URL echo $CDSAPI_KEY
Make sure these commands print your CDS API URL and key correctly.
-
-
Configuration File (.cdsapirc):
-
Create the file:
In your home directory, create a file named
.cdsapirc
. -
Add your credentials:
url: https://cds.climate.copernicus.eu/api key: your_uid:your_api_key
Again, replace"your_uid:your_api_key"
.
-
Create the file:
In your home directory, create a file named
3. Troubleshooting Steps:
- Double-Check Credentials: Log into the Climate Data Store website and go to your "User Settings" to view your API key. Make sure it's copied correctly without extra spaces.
-
New Terminal:
After setting the environment variable or creating the
.cdsapirc
file, open a new terminal window to ensure the changes are loaded. -
Print Key in Script (for debugging):
Temporarily
add the following to your script to confirm the API key is being read correctly:
python import os print(os.environ.get('CDSAPI_KEY'))
Remove this after debugging as it exposes your key.
Example Code (using environment variables):
import cdsapi
import os
c = cdsapi.Client()
dataset = 'reanalysis-era5-pressure-levels'
request = {
'product_type': 'reanalysis',
'format': 'grib',
'variable': 'temperature',
'pressure_level': '850',
'year': '2020',
'month': '01',
'day': '01',
'time': '00:00',
'area': [50, -130, 20, -60],
}
c.retrieve(dataset, request, 'downloaded_file.grib')
If you've tried these steps and are still encountering the error, provide the following (masking your actual API key):
*
How you are setting your API key
(environment variable or
.cdsapirc
file)
*
The complete error message
*
Relevant parts of your code
(excluding the actual API key)
This will help in diagnosing the problem more effectively.
标签:python,macos,dataset From: 78810306