def download_sample_data(overwrite=False):
"""
Download all sample data at once. This will overwrite any existing files.
Parameters
----------
overwrite: `bool`
Overwrite existing sample data.
"""
# Workaround for tox only. This is not supported as a user option
sampledata_dir = os.environ.get("SUNPY_SAMPLEDIR", False)
if sampledata_dir:
sampledata_dir = Path(sampledata_dir).expanduser().resolve()
_is_writable_dir(sampledata_dir)
else:
# Creating the directory for sample files to be downloaded
sampledata_dir = Path(get_and_create_sample_dir())
dl = Downloader(overwrite=overwrite)
first_url = _base_urls[0]
already_downloaded = []
for file_name in _sample_files.keys():
url = urljoin(first_url, file_name)
fname = sampledata_dir / file_name
# We have to avoid calling download if we already have all the files.
if fname.exists() and not overwrite:
already_downloaded.append(fname)
else:
dl.enqueue_file(url, filename=fname)
if dl.queued_downloads:
results = dl.download()
else:
return already_downloaded
if not results.errors:
return results
else:
log.info(
'Failed to download one or more sample data files, retrying with a mirror.'
)
for retry_url in _base_urls[1:]:
for i, err in enumerate(results.errors):
file_name = err.filepath_partial().name
log.debug(
f"Failed to download {_sample_files[file_name]} from {err.url}: {err.exception}"
)
# Overwrite the parfive error to change the url to a mirror
new_url = urljoin(retry_url, file_name)
results._errors[i] = _error(err.filepath_partial, new_url,
err.exception)
results = dl.retry(results)
if not results.errors:
return results
for err in results.errors:
file_name = err.filepath_partial().name
log.debug(
f"Failed to download {_sample_files[file_name]} from {err.url}: {err.exception}"
)
log.error(
f"Failed to download {_sample_files[file_name]} from all mirrors, the file will not be available."
)
return results
def fetch(self, *query_results, path=None, max_conn=5, progress=True,
overwrite=False, downloader=None, **kwargs):
"""
Download the records represented by `~sunpy.net.base_client.QueryResponseTable` or
`~sunpy.net.fido_factory.UnifiedResponse` objects.
Parameters
----------
query_results : `sunpy.net.fido_factory.UnifiedResponse` or `~sunpy.net.base_client.QueryResponseTable`
Container returned by query method, or multiple.
path : `str`
The directory to retrieve the files into. Can refer to any fields
in `~sunpy.net.base_client.BaseQueryResponse.response_block_properties` via string formatting,
moreover the file-name of the file downloaded can be referred to as file,
e.g. "{source}/{instrument}/{time.start}/{file}".
max_conn : `int`, optional
The number of parallel download slots.
progress : `bool`, optional
If `True` show a progress bar showing how many of the total files
have been downloaded. If `False`, no progress bars will be shown at all.
overwrite : `bool` or `str`, optional
Determine how to handle downloading if a file already exists with the
same name. If `False` the file download will be skipped and the path
returned to the existing file, if `True` the file will be downloaded
and the existing file will be overwritten, if ``'unique'`` the filename
will be modified to be unique.
downloader : `parfive.Downloader`, optional
The download manager to use. If specified the ``max_conn``,
``progress`` and ``overwrite`` arguments are ignored.
Returns
-------
`parfive.Results`
Examples
--------
>>> from sunpy.net.attrs import Time, Instrument
>>> unifresp = Fido.search(Time('2012/3/4','2012/3/5'), Instrument('EIT')) # doctest: +REMOTE_DATA
>>> filepaths = Fido.fetch(unifresp) # doctest: +SKIP
If any downloads fail, they can be retried by passing the `parfive.Results` object back into ``fetch``.
>>> filepaths = Fido.fetch(filepaths) # doctest: +SKIP
"""
if path is None:
path = Path(config.get('downloads', 'download_dir')) / '{file}'
elif isinstance(path, (str, os.PathLike)) and '{file}' not in str(path):
path = Path(path) / '{file}'
else:
path = Path(path)
path = path.expanduser()
# Ensure we have write permissions to the path
exists = list(filter(lambda p: p.exists(), Path(path).resolve().parents))
if not os.access(exists[0], os.W_OK):
raise PermissionError('You do not have permission to write'
f' to the directory {exists[0]}.')
if "wait" in kwargs:
raise ValueError("wait is not a valid keyword argument to Fido.fetch.")
# TODO: Remove when parfive allows us to special case URLS.
# Avoid more than one connection for JSOC only requests.
from sunpy.net.jsoc import JSOCClient
is_jsoc_only = False
for query_result in query_results:
if isinstance(query_result, UnifiedResponse):
is_jsoc_only = all([isinstance(result.client, JSOCClient) for result in query_result])
elif isinstance(query_result, QueryResponseTable):
is_jsoc_only = all([isinstance(result.table.client, JSOCClient) for result in query_result])
if downloader is None:
if is_jsoc_only:
max_conn = 1
kwargs['max_splits'] = 1
downloader = Downloader(max_conn=max_conn, progress=progress, overwrite=overwrite)
elif not isinstance(downloader, parfive.Downloader):
raise TypeError("The downloader argument must be a parfive.Downloader instance.")
# Handle retrying failed downloads
retries = [isinstance(arg, Results) for arg in query_results]
if all(retries):
results = Results()
for retry in query_results:
dr = downloader.retry(retry)
results.data += dr.data
results._errors += dr._errors
return results
elif any(retries):
raise TypeError("If any arguments to fetch are `parfive.Results` objects, all arguments must be.")
reslist = []
for query_result in query_results:
if isinstance(query_result, QueryResponseRow):
responses = [query_result.as_table()]
elif isinstance(query_result, QueryResponseTable):
responses = [query_result]
elif isinstance(query_result, UnifiedResponse):
responses = query_result
else:
raise ValueError(f"Query result has an unrecognized type: {type(query_result)} "
"Allowed types are QueryResponseRow, QueryResponseTable or UnifiedResponse.")
for block in responses:
result = block.client.fetch(block, path=path,
downloader=downloader,
wait=False, **kwargs)
if result not in (NotImplemented, None):
reslist.append(result)
results = downloader.download()
# Combine the results objects from all the clients into one Results
# object.
for result in reslist:
if not isinstance(result, Results):
raise TypeError(
"If wait is False a client must return a parfive.Downloader and either None"
" or a parfive.Results object.")
results.data += result.data
results._errors += result.errors
return results
def fetch(self,
*query_results,
path=None,
max_conn=5,
progress=True,
overwrite=False,
downloader=None,
**kwargs):
"""
Download the records represented by
`~sunpy.net.fido_factory.UnifiedResponse` objects.
Parameters
----------
query_results : `sunpy.net.fido_factory.UnifiedResponse`
Container returned by query method, or multiple.
path : `str`
The directory to retrieve the files into. Can refer to any fields
in `UnifiedResponse.response_block_properties` via string formatting,
moreover the file-name of the file downloaded can be referred to as file,
e.g. "{source}/{instrument}/{time.start}/{file}".
max_conn : `int`, optional
The number of parallel download slots.
progress : `bool`, optional
If `True` show a progress bar showing how many of the total files
have been downloaded. If `False`, no progress bars will be shown at all.
overwrite : `bool` or `str`, optional
Determine how to handle downloading if a file already exists with the
same name. If `False` the file download will be skipped and the path
returned to the existing file, if `True` the file will be downloaded
and the existing file will be overwritten, if `'unique'` the filename
will be modified to be unique.
downloader : `parfive.Downloader`, optional
The download manager to use. If specified the ``max_conn``,
``progress`` and ``overwrite`` arguments are ignored.
Returns
-------
`parfive.Results`
Examples
--------
>>> from sunpy.net.attrs import Time, Instrument
>>> unifresp = Fido.search(Time('2012/3/4','2012/3/5'), Instrument('EIT')) # doctest: +REMOTE_DATA
>>> filepaths = Fido.fetch(unifresp) # doctest: +SKIP
If any downloads fail, they can be retried by passing the `parfive.Results` object back into ``fetch``.
>>> filepaths = Fido.fetch(filepaths) # doctest: +SKIP
"""
if path is not None:
exists = list(
filter(lambda p: p.exists(),
Path(path).resolve().parents))
if not os.access(exists[0], os.W_OK):
raise PermissionError('You do not have permission to write'
f' to the directory {exists[0]}.')
if "wait" in kwargs:
raise ValueError(
"wait is not a valid keyword argument to Fido.fetch.")
if downloader is None:
downloader = Downloader(max_conn=max_conn,
progress=progress,
overwrite=overwrite)
elif not isinstance(downloader, parfive.Downloader):
raise TypeError(
"The downloader argument must be a parfive.Downloader object.")
# Handle retrying failed downloads
retries = [isinstance(arg, Results) for arg in query_results]
if all(retries):
results = Results()
for retry in query_results:
dr = downloader.retry(retry)
results.data += dr.data
results._errors += dr._errors
return results
elif any(retries):
raise TypeError(
"If any arguments to fetch are "
"`parfive.Results` objects, all arguments must be.")
reslist = []
for query_result in query_results:
for block in query_result.responses:
reslist.append(
block.client.fetch(block,
path=path,
downloader=downloader,
wait=False,
**kwargs))
results = downloader.download()
# Combine the results objects from all the clients into one Results
# object.
for result in reslist:
if result is None:
continue
if not isinstance(result, Results):
raise TypeError(
"If wait is False a client must return a parfive.Downloader and either None"
" or a parfive.Results object.")
results.data += result.data
results._errors += result.errors
return results