如何将 kaggle 数据集导入 PyCharm IDE

Question

我可以使用 PIP 命令下载 kaggle。能够将 kaggle.json 文件放入适当的文件夹中。能够看到其中存在的比赛。但是当我尝试下载数据文件时显示错误。

代码：

import kaggle
from kaggle.api.kaggle_api_extended import KaggleApi
api = KaggleApi()
api.authenticate()
lis1 = api.competitions_list(search='LANL-Earthquake-Prediction')
api.competition_download_files('LANL-Earthquake-Prediction')

错误信息：收到以下错误消息。

Traceback (most recent call last):
  File "C:\Users\rpremala003\PycharmProjects\MachineLearning\Importing datasets\Importing Kaggle through API.py", line 11, in <module>
    api.competition_download_files('LANL-Earthquake-Prediction')
  File "C:\Users\rpremala003\PycharmProjects\MachineLearning\venv\lib\site-packages\kaggle\api\kaggle_api_extended.py", line 718, in competition_download_files
    self.competitions_data_download_files_with_http_info(
  File "C:\Users\rpremala003\PycharmProjects\MachineLearning\venv\lib\site-packages\kaggle\api\kaggle_api.py", line 400, in competitions_data_download_files_with_http_info
    return self.api_client.call_api(
  File "C:\Users\rpremala003\PycharmProjects\MachineLearning\venv\lib\site-packages\kaggle\api_client.py", line 329, in call_api
    return self.__call_api(resource_path, method,
  File "C:\Users\rpremala003\PycharmProjects\MachineLearning\venv\lib\site-packages\kaggle\api_client.py", line 161, in __call_api
    response_data = self.request(
  File "C:\Users\rpremala003\PycharmProjects\MachineLearning\venv\lib\site-packages\kaggle\api_client.py", line 351, in request
    return self.rest_client.GET(url,
  File "C:\Users\rpremala003\PycharmProjects\MachineLearning\venv\lib\site-packages\kaggle\rest.py", line 247, in GET
    return self.request("GET", url,
  File "C:\Users\rpremala003\PycharmProjects\MachineLearning\venv\lib\site-packages\kaggle\rest.py", line 241, in request
    raise ApiException(http_resp=r)
kaggle.rest.ApiException: (403)
Reason: Forbidden
HTTP response headers: HTTPHeaderDict({'Date': 'Sun, 04 Jul 2021 19:34:22 GMT', 'Content-Type': 'application/json', 'Transfer-Encoding': 'chunked', 'Set-Cookie': 'ka_sessionid=232614eb67b588938ac922774220f567; max-age=2626560; path=/, GCLB=CPDc0e-esJK-ZQ; path=/; HttpOnly', 'Vary': 'Accept-Encoding', 'Access-Control-Allow-Credentials': 'true', 'Turbolinks-Location': 'https://www.kaggle.com/api/v1/competitions/data/download-all/LANL-Earthquake-Prediction', 'X-Kaggle-MillisecondsElapsed': '91', 'X-Kaggle-RequestId': 'd485fdb0e4674834b5c1b444fd9885de', 'X-Kaggle-ApiVersion': '1.5.12', 'X-Frame-Options': 'SAMEORIGIN', 'Strict-Transport-Security': 'max-age=63072000; includeSubDomains; preload', 'Content-Security-Policy': "object-src 'none'; script-src 'nonce-q8ly/A24jHgL5gZmidMI6A==' 'report-sample' 'unsafe-inline' 'unsafe-eval' 'strict-dynamic' https: http:; frame-src 'self' https://www.kaggleusercontent.com https://www.youtube.com/embed/ https://polygraph-cool.github.io https://www.google.com/recaptcha/ https://form.jotform.com https://submit.jotform.us https://submit.jotformpro.com https://submit.jotform.com https://www.docdroid.com https://www.docdroid.net https://kaggle-static.storage.googleapis.com https://kaggle-static-staging.storage.googleapis.com https://kkb-dev.jupyter-proxy.kaggle.net https://kkb-staging.jupyter-proxy.kaggle.net https://kkb-production.jupyter-proxy.kaggle.net https://kkb-production.firebaseapp.com https://apis.google.com https://content-sheets.googleapis.com/ https://accounts.google.com/ https://storage.googleapis.com https://docs.google.com; base-uri 'none'; report-uri https://csp.withgoogle.com/csp/kaggle/20201130;", 'X-Content-Type-Options': 'nosniff', 'Referrer-Policy': 'strict-origin-when-cross-origin', 'Via': '1.1 google', 'Alt-Svc': 'clear'})
HTTP response body: b'{"code":403,"message":"You must accept this competition\u0027s rules before you\u0027ll be able to download files."}'

Answer 1

返回的错误描述了问题的根源：

HTTP response body: b'{"code":403,"message":"You must accept this competition\u0027s rules before you\u0027ll be able to download files."}'

来自 Kaggle API 的文档：

Just like participating in a Competition normally through the user interface, you must read and accept the rules in order to download data or make submissions. You cannot accept Competition rules via the API. You must do this by visiting the Kaggle website and accepting the rules there.

如果您已经接受了比赛，也许您没有使用与该用户对应的令牌进行身份验证。

如何将 kaggle 数据集导入 PyCharm IDE

How to import kaggle datasets to PyCharm IDE

pycharm

artificial-intelligence

kaggle