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Update california_housing.py #9821

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Update california_housing.py #9821

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12 changes: 9 additions & 3 deletions sklearn/datasets/california_housing.py
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Original file line number Diff line number Diff line change
Expand Up @@ -98,13 +98,19 @@ def fetch_california_housing(data_home=None, download_if_missing=True):
ARCHIVE.url, data_home))
archive_path = _fetch_remote(ARCHIVE, dirname=data_home)

fileobj = tarfile.open(
tarobj = tarfile.open(
mode="r:gz",
name=archive_path).extractfile(
name=archive_path)
fileobj = tarobj.extractfile(
'CaliforniaHousing/cal_housing.data')
remove(archive_path)

cal_housing = np.loadtxt(fileobj, delimiter=',')

# Delete archive file
fileobj.close()
tarobj.close()
remove(archive_path)

# Columns are not in the same order compared to the previous
# URL resource on lib.stat.cmu.edu
columns_index = [8, 7, 2, 3, 4, 5, 6, 1, 0]
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