如何解决kaggle下载数据集时的“MemoryError”？

问：

我想从 kaggle 下载数据集，但是当我在本地机器上运行它时，它崩溃了，这是我的代码：

api = kaggle.KaggleApi(json_str)
    api.authenticate()
    api.datasets_download(owner_slug='headwater', dataset_slug='Camels')

这是崩溃报告：

test_dload_archive.py:8: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
..\venv\lib\site-packages\kaggle\api\kaggle_api.py:1494: in datasets_download
    (data) = self.datasets_download_with_http_info(owner_slug, dataset_slug, **kwargs)  # noqa: E501
..\venv\lib\site-packages\kaggle\api\kaggle_api.py:1563: in datasets_download_with_http_info
    return self.api_client.call_api(
..\venv\lib\site-packages\kaggle\api_client.py:329: in call_api
    return self.__call_api(resource_path, method,
..\venv\lib\site-packages\kaggle\api_client.py:161: in __call_api
    response_data = self.request(
..\venv\lib\site-packages\kaggle\api_client.py:351: in request
    return self.rest_client.GET(url,
..\venv\lib\site-packages\kaggle\rest.py:247: in GET
    return self.request("GET", url,
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <kaggle.rest.RESTClientObject object at 0x000001B1FAE01D80>
method = 'GET'
url = 'https://www.kaggle.com/api/v1/datasets/download/headwater/Camels'
query_params = []
headers = {'Accept': 'file', 'User-Agent': 'Swagger-Codegen/1/python'}
body = None, post_params = {}, _preload_content = True, _request_timeout = None
……
            if six.PY3:
>               r.data = r.data.decode('utf8')
E               MemoryError

..\venv\lib\site-packages\kaggle\rest.py:235: MemoryError

我认为这是因为解压缩大文件的内存成本，但是如何解决呢？

更新： 当我在 linux 中时，crash 看起来像这样：

            if six.PY3:
>               r.data = r.data.decode('utf8')
E               UnicodeDecodeError: 'utf-8' codec can't decode byte 0xcb in position 14: invalid continuation byte