def open_dataset(
name="remo_output_3d",
cache=True,
cache_dir=_default_cache_dir,
data_url=data.DKRZ_URL,
folder="tutorial",
**kws,
):
"""
Open a dataset from the online repository (requires internet).
If a local copy is found then always use that to avoid network traffic.
Parameters
----------
name : str
Name of the file containing the dataset. If no suffix is given, assumed
to be netCDF ('.nc' is appended)
e.g. 'air_temperature'
cache_dir : str, optional
The directory in which to search for and write cached data.
cache : bool, optional
If True, then cache data locally for use on subsequent calls
data_url : str
url where the data is stored
folder : str
folder where the data is stored
kws : dict, optional
Passed to xarray.open_dataset
See Also
--------
xarray.open_dataset
"""
root, ext = _os.path.splitext(name)
if not ext:
ext = ".nc"
fullname = root + ext
longdir = _os.path.expanduser(cache_dir)
localfile = _os.sep.join((longdir, fullname))
md5name = fullname + ".md5"
md5file = _os.sep.join((longdir, md5name))
if not _os.path.exists(localfile):
# This will always leave this directory on disk.
# May want to add an option to remove it.
if not _os.path.isdir(longdir):
_os.mkdir(longdir)
url = "/".join((data_url, folder, fullname))
urlretrieve(url, localfile)
url = "/".join((data_url, folder, md5name))
urlretrieve(url, md5file)
localmd5 = file_md5_checksum(localfile)
with open(md5file) as f:
remotemd5 = f.read()
if localmd5 != remotemd5:
_os.remove(localfile)
msg = """
MD5 checksum does not match, try downloading dataset again.
"""
raise OSError(msg)
ds = _open_dataset(localfile, **kws)
if not cache:
ds = ds.load()
_os.remove(localfile)
return ds
def open_dataset(
name: str,
suffix: Optional[str] = None,
dap_url: Optional[str] = None,
github_url: str = "https://github.com/Ouranosinc/raven-testdata",
branch: str = "master",
cache: bool = True,
cache_dir: Path = _default_cache_dir,
**kwds,
) -> Dataset:
"""Open a dataset from the online GitHub-like repository.
If a local copy is found then always use that to avoid network traffic.
Parameters
----------
name: str
Name of the file containing the dataset. If no suffix is given, assumed to be netCDF ('.nc' is appended).
suffix: str, optional
If no suffix is given, assumed to be netCDF ('.nc' is appended). For no suffix, set "".
dap_url: str, optional
URL to OPeNDAP folder where the data is stored. If supplied, supersedes github_url.
github_url: str
URL to Github repository where the data is stored.
branch: str, optional
For GitHub-hosted files, the branch to download from.
cache_dir: Path
The directory in which to search for and write cached data.
cache: bool
If True, then cache data locally for use on subsequent calls.
kwds: dict, optional
For NetCDF files, keywords passed to xarray.open_dataset.
Returns
-------
Union[Dataset, Path]
See Also
--------
xarray.open_dataset
"""
name = Path(name)
if suffix is None:
suffix = ".nc"
fullname = name.with_suffix(suffix)
if dap_url is not None:
dap_file = urljoin(dap_url, str(name))
try:
ds = _open_dataset(dap_file, **kwds)
return ds
except OSError:
msg = "OPeNDAP file not read. Verify that service is available."
LOGGER.error(msg)
raise
local_file = _get(
fullname=fullname,
github_url=github_url,
branch=branch,
suffix=suffix,
cache_dir=cache_dir,
)
try:
ds = _open_dataset(local_file, **kwds)
if not cache:
ds = ds.load()
local_file.unlink()
return ds
except OSError:
raise
def open_dataset(
name,
cache: bool = True,
cache_dir: Path = _default_cache_dir,
github_url: str = "https://github.com/Ouranosinc/xclim-testdata",
branch: str = "main",
**kws,
):
"""
Open a dataset from the online repository (requires internet).
If a local copy is found then always use that to avoid network traffic.
Parameters
----------
name : str
Name of the file containing the dataset. If no suffix is given, assumed
to be netCDF ('.nc' is appended). The name may contain
cache_dir : Path
The directory in which to search for and write cached data.
cache : bool
If True, then cache data locally for use on subsequent calls
github_url : str
Github repository where the data is stored
branch : str
The git branch to download from
kws : dict, optional
Passed to xarray.open_dataset
See Also
--------
xarray.open_dataset
"""
name = Path(name)
fullname = name.with_suffix(".nc")
cache_dir = cache_dir.absolute()
local_file = cache_dir / fullname
md5name = fullname.with_suffix(".nc.md5")
md5file = cache_dir / md5name
if not local_file.is_file():
# This will always leave this directory on disk.
# We may want to add an option to remove it.
local_file.parent.mkdir(parents=True, exist_ok=True)
url = "/".join((github_url, "raw", branch, fullname.as_posix()))
urlretrieve(url, local_file)
url = "/".join((github_url, "raw", branch, md5name.as_posix()))
urlretrieve(url, md5file)
localmd5 = file_md5_checksum(local_file)
with open(md5file) as f:
remotemd5 = f.read()
if localmd5 != remotemd5:
local_file.unlink()
msg = """
MD5 checksum does not match, try downloading dataset again.
"""
raise OSError(msg)
ds = _open_dataset(local_file, **kws)
if not cache:
ds = ds.load()
local_file.unlink()
return ds