@@ -37,7 +37,8 @@ def search_datasets(count: int = -1, **kwargs: Any) -> List[DataCollection]:
3737
3838 [https://cmr.earthdata.nasa.gov/search/site/docs/search/api.html](https://cmr.earthdata.nasa.gov/search/site/docs/search/api.html)
3939
40- Parameters:
40+ Parameters
41+ ----------
4142 count: Number of records to get, -1 = all
4243 kwargs (Dict):
4344 arguments to CMR:
@@ -52,20 +53,24 @@ def search_datasets(count: int = -1, **kwargs: Any) -> List[DataCollection]:
5253 * **bounding_box**: a tuple representing spatial bounds in the form
5354 `(lower_left_lon, lower_left_lat, upper_right_lon, upper_right_lat)`
5455
55- Returns:
56+ Returns
57+ -------
5658 A list of DataCollection results that can be used to get information about a
5759 dataset, e.g. concept_id, doi, etc.
5860
59- Raises:
61+ Raises
62+ ------
6063 RuntimeError: The CMR query failed.
6164
62- Examples:
65+ Examples
66+ --------
6367 ```python
6468 datasets = earthaccess.search_datasets(
6569 keyword="sea surface anomaly",
6670 cloud_hosted=True
6771 )
6872 ```
73+
6974 """
7075 if not validate .valid_dataset_parameters (** kwargs ):
7176 logger .warn ("A valid set of parameters is needed to search for datasets on CMR" )
@@ -86,7 +91,8 @@ def search_data(count: int = -1, **kwargs: Any) -> List[DataGranule]:
8691
8792 [https://cmr.earthdata.nasa.gov/search/site/docs/search/api.html](https://cmr.earthdata.nasa.gov/search/site/docs/search/api.html)
8893
89- Parameters:
94+ Parameters
95+ ----------
9096 count: Number of records to get, -1 = all
9197 kwargs (Dict):
9298 arguments to CMR:
@@ -101,21 +107,25 @@ def search_data(count: int = -1, **kwargs: Any) -> List[DataGranule]:
101107 * **bounding_box**: a tuple representing spatial bounds in the form
102108 `(lower_left_lon, lower_left_lat, upper_right_lon, upper_right_lat)`
103109
104- Returns:
110+ Returns
111+ -------
105112 a list of DataGranules that can be used to access the granule files by using
106113 `download()` or `open()`.
107114
108- Raises:
115+ Raises
116+ ------
109117 RuntimeError: The CMR query failed.
110118
111- Examples:
119+ Examples
120+ --------
112121 ```python
113122 datasets = earthaccess.search_data(
114123 doi="10.5067/SLREF-CDRV2",
115124 cloud_hosted=True,
116125 temporal=("2002-01-01", "2002-12-31")
117126 )
118127 ```
128+
119129 """
120130 if earthaccess .__auth__ .authenticated :
121131 query = DataGranules (earthaccess .__auth__ ).parameters (** kwargs )
@@ -131,7 +141,8 @@ def search_data(count: int = -1, **kwargs: Any) -> List[DataGranule]:
131141def login (strategy : str = "all" , persist : bool = False , system : System = PROD ) -> Auth :
132142 """Authenticate with Earthdata login (https://urs.earthdata.nasa.gov/).
133143
134- Parameters:
144+ Parameters
145+ ----------
135146 strategy:
136147 An authentication method.
137148
@@ -142,8 +153,10 @@ def login(strategy: str = "all", persist: bool = False, system: System = PROD) -
142153 persist: will persist credentials in a .netrc file
143154 system: the Earthdata system to access, defaults to PROD
144155
145- Returns:
156+ Returns
157+ -------
146158 An instance of Auth.
159+
147160 """
148161 # Set the underlying Auth object's earthdata system,
149162 # before triggering the getattr function for `__auth__`.
@@ -181,17 +194,21 @@ def download(
181194 * If we run it outside AWS (us-west-2 region) and the dataset is cloud hosted,
182195 we'll use HTTP links.
183196
184- Parameters:
197+ Parameters
198+ ----------
185199 granules: a granule, list of granules, a granule link (HTTP), or a list of granule links (HTTP)
186200 local_path: local directory to store the remote data granules
187201 provider: if we download a list of URLs, we need to specify the provider.
188202 threads: parallel number of threads to use to download the files, adjust as necessary, default = 8
189203
190- Returns:
204+ Returns
205+ -------
191206 List of downloaded files
192207
193- Raises:
208+ Raises
209+ ------
194210 Exception: A file download failed.
211+
195212 """
196213 provider = _normalize_location (provider )
197214 if isinstance (granules , DataGranule ):
@@ -215,13 +232,16 @@ def open(
215232 """Returns a list of fsspec file-like objects that can be used to access files
216233 hosted on S3 or HTTPS by third party libraries like xarray.
217234
218- Parameters:
235+ Parameters
236+ ----------
219237 granules: a list of granule instances **or** list of URLs, e.g. `s3://some-granule`.
220238 If a list of URLs is passed, we need to specify the data provider.
221239 provider: e.g. POCLOUD, NSIDC_CPRD, etc.
222240
223- Returns:
241+ Returns
242+ -------
224243 a list of s3fs "file pointers" to s3 files.
244+
225245 """
226246 provider = _normalize_location (provider )
227247 results = earthaccess .__store__ .open (granules = granules , provider = provider )
@@ -238,13 +258,16 @@ def get_s3_credentials(
238258 If we use results, earthaccess will use the metadata on the response to get the credentials,
239259 which is useful for missions that do not use the same endpoint as their DAACs, e.g. SWOT.
240260
241- Parameters:
261+ Parameters
262+ ----------
242263 daac: a DAAC short_name like NSIDC or PODAAC, etc.
243264 provider: if we know the provider for the DAAC, e.g. POCLOUD, LPCLOUD etc.
244265 results: List of results from search_data()
245266
246- Returns:
267+ Returns
268+ -------
247269 a dictionary with S3 credentials for the DAAC or provider
270+
248271 """
249272 daac = _normalize_location (daac )
250273 provider = _normalize_location (provider )
@@ -257,8 +280,10 @@ def get_s3_credentials(
257280def collection_query () -> CollectionQuery :
258281 """Returns a query builder instance for NASA collections (datasets).
259282
260- Returns:
283+ Returns
284+ -------
261285 a query builder instance for data collections.
286+
262287 """
263288 if earthaccess .__auth__ .authenticated :
264289 query_builder = DataCollections (earthaccess .__auth__ )
@@ -268,10 +293,12 @@ def collection_query() -> CollectionQuery:
268293
269294
270295def granule_query () -> GranuleQuery :
271- """Returns a query builder instance for data granules
296+ """Returns a query builder instance for data granules.
272297
273- Returns:
298+ Returns
299+ -------
274300 a query builder instance for data granules.
301+
275302 """
276303 if earthaccess .__auth__ .authenticated :
277304 query_builder = DataGranules (earthaccess .__auth__ )
@@ -283,10 +310,12 @@ def granule_query() -> GranuleQuery:
283310def get_fsspec_https_session () -> AbstractFileSystem :
284311 """Returns a fsspec session that can be used to access datafiles across many different DAACs.
285312
286- Returns:
313+ Returns
314+ -------
287315 An fsspec instance able to access data across DAACs.
288316
289- Examples:
317+ Examples
318+ --------
290319 ```python
291320 import earthaccess
292321
@@ -295,6 +324,7 @@ def get_fsspec_https_session() -> AbstractFileSystem:
295324 with fs.open(DAAC_GRANULE) as f:
296325 f.read(10)
297326 ```
327+
298328 """
299329 session = earthaccess .__store__ .get_fsspec_session ()
300330 return session
@@ -305,10 +335,12 @@ def get_requests_https_session() -> requests.Session:
305335 This is useful for making requests to restricted URLs, such as data granules or services that
306336 require authentication with NASA EDL.
307337
308- Returns:
338+ Returns
339+ -------
309340 An authenticated requests Session instance.
310341
311- Examples:
342+ Examples
343+ --------
312344 ```python
313345 import earthaccess
314346
@@ -318,6 +350,7 @@ def get_requests_https_session() -> requests.Session:
318350 data = req_session.get(granule_url, headers = {"Range": "bytes=0-100"})
319351
320352 ```
353+
321354 """
322355 session = earthaccess .__store__ .get_requests_session ()
323356 return session
@@ -330,15 +363,18 @@ def get_s3fs_session(
330363) -> s3fs .S3FileSystem :
331364 """Returns a fsspec s3fs file session for direct access when we are in us-west-2.
332365
333- Parameters:
366+ Parameters
367+ ----------
334368 daac: Any DAAC short name e.g. NSIDC, GES_DISC
335369 provider: Each DAAC can have a cloud provider.
336370 If the DAAC is specified, there is no need to use provider.
337371 results: A list of results from search_data().
338372 `earthaccess` will use the metadata from CMR to obtain the S3 Endpoint.
339373
340- Returns:
374+ Returns
375+ -------
341376 An authenticated s3fs session valid for 1 hour.
377+
342378 """
343379 daac = _normalize_location (daac )
344380 provider = _normalize_location (provider )
@@ -354,8 +390,10 @@ def get_s3fs_session(
354390def get_edl_token () -> str :
355391 """Returns the current token used for EDL.
356392
357- Returns:
393+ Returns
394+ -------
358395 EDL token
396+
359397 """
360398 token = earthaccess .__auth__ .token
361399 return token
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