[bug] File Save Error for 02_end_to_end_machine_learning_project.ipynb

[tcrass]

Enter the chapter number

Chapter 2, 1.1 Download the Data

Enter the page number

No response

What is the cell's number in the notebook

4

Enter the environment you are using to run the notebook

Jupyter on Linux

Describe your issue

I did a docker install according to https://github.com/ageron/handson-ml3/tree/main/docker When opening the Jupyter notebook at http://127.0.0.1:8888/lab/tree/02_end_to_end_machine_learning_project.ipynb and successvely run the cells by hitting [Shift]+[Enter], I get an error dialog saying

File Save Error for 02_end_to_end_machine_learning_project.ipynb
Permission denied: 02_end_to_end_machine_learning_project.ipynb

when running cell [4]:

from pathlib import Path
import pandas as pd
import tarfile
import urllib.request

def load_housing_data():
    tarball_path = Path("datasets/housing.tgz")
    if not tarball_path.is_file():
        Path("datasets").mkdir(parents=True, exist_ok=True)
        url = "https://github.com/ageron/data/raw/main/housing.tgz"
        urllib.request.urlretrieve(url, tarball_path)
    with tarfile.open(tarball_path) as housing_tarball:
            housing_tarball.extractall(path="datasets")
    return pd.read_csv(Path("datasets/housing/housing.csv"))

housing = load_housing_data()

The complete error message is:

---------------------------------------------------------------------------
PermissionError                           Traceback (most recent call last)
Cell In[4], line 16
     13             housing_tarball.extractall(path="datasets")
     14     return pd.read_csv(Path("datasets/housing/housing.csv"))
---> 16 housing = load_housing_data()

Cell In[4], line 9, in load_housing_data()
      7 tarball_path = Path("datasets/housing.tgz")
      8 if not tarball_path.is_file():
----> 9     Path("datasets").mkdir(parents=True, exist_ok=True)
     10     url = "https://github.com/ageron/data/raw/main/housing.tgz"
     11     urllib.request.urlretrieve(url, tarball_path)

File /opt/conda/envs/homl3/lib/python3.10/pathlib.py:1175, in Path.mkdir(self, mode, parents, exist_ok)
   1171 """
   1172 Create a new directory at this given path.
   1173 """
   1174 try:
-> 1175     self._accessor.mkdir(self, mode)
   1176 except FileNotFoundError:
   1177     if not parents or self.parent == self:

PermissionError: [Errno 13] Permission denied: 'datasets'

My user is a member of the docker group.

Enter what you expected to happen

The code should run without error, and the targe directory for the download should be created.

If you found a workaround, describe it here

No response

[ageron]

Thanks for your feedback. I suppose you are running this notebook locally? Did you start Jupyter notebook in the same directory as the notebook? If not, it might trying to create a directory in a location where your user account does not have the appropriate rights. Can you check whether your user has the rights to create the datasets directory?