id int32 0 252k | repo stringlengths 7 55 | path stringlengths 4 127 | func_name stringlengths 1 88 | original_string stringlengths 75 19.8k | language stringclasses 1
value | code stringlengths 51 19.8k | code_tokens list | docstring stringlengths 3 17.3k | docstring_tokens list | sha stringlengths 40 40 | url stringlengths 87 242 |
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243,000 | sentinel-hub/sentinelhub-py | sentinelhub/commands.py | _config_options | def _config_options(func):
""" A helper function which joins click.option functions of each parameter from config.json
"""
for param in SHConfig().get_params()[-1::-1]:
func = click.option('--{}'.format(param), param,
help='Set new values to configuration parameter "{}"'.... | python | def _config_options(func):
for param in SHConfig().get_params()[-1::-1]:
func = click.option('--{}'.format(param), param,
help='Set new values to configuration parameter "{}"'.format(param))(func)
return func | [
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243,001 | sentinel-hub/sentinelhub-py | sentinelhub/commands.py | config | def config(show, reset, **params):
"""Inspect and configure parameters in your local sentinelhub configuration file
\b
Example:
sentinelhub.config --show
sentinelhub.config --instance_id <new instance id>
sentinelhub.config --max_download_attempts 5 --download_sleep_time 20 --download_tim... | python | def config(show, reset, **params):
sh_config = SHConfig()
if reset:
sh_config.reset()
for param, value in params.items():
if value is not None:
try:
value = int(value)
except ValueError:
if value.lower() == 'true':
... | [
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243,002 | sentinel-hub/sentinelhub-py | sentinelhub/commands.py | download | def download(url, filename, redownload):
"""Download from custom created URL into custom created file path
\b
Example:
sentinelhub.download http://sentinel-s2-l1c.s3.amazonaws.com/tiles/54/H/VH/2017/4/14/0/metadata.xml home/example.xml
"""
data_folder, filename = filename.rsplit('/', 1)
dow... | python | def download(url, filename, redownload):
data_folder, filename = filename.rsplit('/', 1)
download_list = [DownloadRequest(url=url, data_folder=data_folder, filename=filename, save_response=True,
return_data=False)]
download_data(download_list, redownload=redownload) | [
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243,003 | sentinel-hub/sentinelhub-py | sentinelhub/config.py | SHConfig.save | def save(self):
"""Method that saves configuration parameter changes from instance of SHConfig class to global config class and
to `config.json` file.
Example of use case
``my_config = SHConfig()`` \n
``my_config.instance_id = '<new instance id>'`` \n
``my_co... | python | def save(self):
is_changed = False
for prop in self._instance.CONFIG_PARAMS:
if getattr(self, prop) != getattr(self._instance, prop):
is_changed = True
setattr(self._instance, prop, getattr(self, prop))
if is_changed:
self._instance.save_co... | [
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243,004 | sentinel-hub/sentinelhub-py | sentinelhub/config.py | SHConfig._reset_param | def _reset_param(self, param):
""" Resets a single parameter
:param param: A configuration parameter
:type param: str
"""
if param not in self._instance.CONFIG_PARAMS:
raise ValueError("Cannot reset unknown parameter '{}'".format(param))
setattr(self, param, ... | python | def _reset_param(self, param):
if param not in self._instance.CONFIG_PARAMS:
raise ValueError("Cannot reset unknown parameter '{}'".format(param))
setattr(self, param, self._instance.CONFIG_PARAMS[param]) | [
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243,005 | sentinel-hub/sentinelhub-py | sentinelhub/config.py | SHConfig.get_config_dict | def get_config_dict(self):
""" Get a dictionary representation of `SHConfig` class
:return: A dictionary with configuration parameters
:rtype: OrderedDict
"""
return OrderedDict((prop, getattr(self, prop)) for prop in self._instance.CONFIG_PARAMS) | python | def get_config_dict(self):
return OrderedDict((prop, getattr(self, prop)) for prop in self._instance.CONFIG_PARAMS) | [
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243,006 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | bbox_to_resolution | def bbox_to_resolution(bbox, width, height):
""" Calculates pixel resolution in meters for a given bbox of a given width and height.
:param bbox: bounding box
:type bbox: geometry.BBox
:param width: width of bounding box in pixels
:type width: int
:param height: height of bounding box in pixels... | python | def bbox_to_resolution(bbox, width, height):
utm_bbox = to_utm_bbox(bbox)
east1, north1 = utm_bbox.lower_left
east2, north2 = utm_bbox.upper_right
return abs(east2 - east1) / width, abs(north2 - north1) / height | [
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243,007 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | get_image_dimension | def get_image_dimension(bbox, width=None, height=None):
""" Given bounding box and one of the parameters width or height it will return the other parameter that will best
fit the bounding box dimensions
:param bbox: bounding box
:type bbox: geometry.BBox
:param width: image width or None if height ... | python | def get_image_dimension(bbox, width=None, height=None):
utm_bbox = to_utm_bbox(bbox)
east1, north1 = utm_bbox.lower_left
east2, north2 = utm_bbox.upper_right
if isinstance(width, int):
return round(width * abs(north2 - north1) / abs(east2 - east1))
return round(height * abs(east2 - east1) / ... | [
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243,008 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | to_utm_bbox | def to_utm_bbox(bbox):
""" Transform bbox into UTM CRS
:param bbox: bounding box
:type bbox: geometry.BBox
:return: bounding box in UTM CRS
:rtype: geometry.BBox
"""
if CRS.is_utm(bbox.crs):
return bbox
lng, lat = bbox.middle
utm_crs = get_utm_crs(lng, lat, source_crs=bbox.c... | python | def to_utm_bbox(bbox):
if CRS.is_utm(bbox.crs):
return bbox
lng, lat = bbox.middle
utm_crs = get_utm_crs(lng, lat, source_crs=bbox.crs)
return bbox.transform(utm_crs) | [
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243,009 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | get_utm_bbox | def get_utm_bbox(img_bbox, transform):
""" Get UTM coordinates given a bounding box in pixels and a transform
:param img_bbox: boundaries of bounding box in pixels as `[row1, col1, row2, col2]`
:type img_bbox: list
:param transform: georeferencing transform of the image, e.g. `(x_upper_left, res_x, 0, ... | python | def get_utm_bbox(img_bbox, transform):
east1, north1 = pixel_to_utm(img_bbox[0], img_bbox[1], transform)
east2, north2 = pixel_to_utm(img_bbox[2], img_bbox[3], transform)
return [east1, north1, east2, north2] | [
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243,010 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | wgs84_to_utm | def wgs84_to_utm(lng, lat, utm_crs=None):
""" Convert WGS84 coordinates to UTM. If UTM CRS is not set it will be calculated automatically.
:param lng: longitude in WGS84 system
:type lng: float
:param lat: latitude in WGS84 system
:type lat: float
:param utm_crs: UTM coordinate reference system... | python | def wgs84_to_utm(lng, lat, utm_crs=None):
if utm_crs is None:
utm_crs = get_utm_crs(lng, lat)
return transform_point((lng, lat), CRS.WGS84, utm_crs) | [
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243,011 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | utm_to_pixel | def utm_to_pixel(east, north, transform, truncate=True):
""" Convert UTM coordinate to image coordinate given a transform
:param east: east coordinate of point
:type east: float
:param north: north coordinate of point
:type north: float
:param transform: georeferencing transform of the image, e... | python | def utm_to_pixel(east, north, transform, truncate=True):
column = (east - transform[0]) / transform[1]
row = (north - transform[3]) / transform[5]
if truncate:
return int(row + ERR), int(column + ERR)
return row, column | [
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243,012 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | pixel_to_utm | def pixel_to_utm(row, column, transform):
""" Convert pixel coordinate to UTM coordinate given a transform
:param row: row pixel coordinate
:type row: int or float
:param column: column pixel coordinate
:type column: int or float
:param transform: georeferencing transform of the image, e.g. `(x... | python | def pixel_to_utm(row, column, transform):
east = transform[0] + column * transform[1]
north = transform[3] + row * transform[5]
return east, north | [
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243,013 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | wgs84_to_pixel | def wgs84_to_pixel(lng, lat, transform, utm_epsg=None, truncate=True):
""" Convert WGS84 coordinates to pixel image coordinates given transform and UTM CRS. If no CRS is given it will be
calculated it automatically.
:param lng: longitude of point
:type lng: float
:param lat: latitude of point
:... | python | def wgs84_to_pixel(lng, lat, transform, utm_epsg=None, truncate=True):
east, north = wgs84_to_utm(lng, lat, utm_epsg)
row, column = utm_to_pixel(east, north, transform, truncate=truncate)
return row, column | [
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:type lng: float
:param lat: latitude of point
:type lat: float
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243,014 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | transform_point | def transform_point(point, source_crs, target_crs):
""" Maps point form src_crs to tgt_crs
:param point: a tuple `(x, y)`
:type point: (float, float)
:param source_crs: source CRS
:type source_crs: constants.CRS
:param target_crs: target CRS
:type target_crs: constants.CRS
:return: poin... | python | def transform_point(point, source_crs, target_crs):
if source_crs == target_crs:
return point
old_x, old_y = point
new_x, new_y = pyproj.transform(CRS.projection(source_crs), CRS.projection(target_crs), old_x, old_y)
return new_x, new_y | [
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243,015 | sentinel-hub/sentinelhub-py | sentinelhub/geo_utils.py | transform_bbox | def transform_bbox(bbox, target_crs):
""" Maps bbox from current crs to target_crs
:param bbox: bounding box
:type bbox: geometry.BBox
:param target_crs: target CRS
:type target_crs: constants.CRS
:return: bounding box in target CRS
:rtype: geometry.BBox
"""
warnings.warn("This func... | python | def transform_bbox(bbox, target_crs):
warnings.warn("This function is deprecated, use BBox.transform method instead", DeprecationWarning, stacklevel=2)
return bbox.transform(target_crs) | [
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243,016 | sentinel-hub/sentinelhub-py | sentinelhub/data_request.py | get_safe_format | def get_safe_format(product_id=None, tile=None, entire_product=False, bands=None, data_source=DataSource.SENTINEL2_L1C):
"""
Returns .SAFE format structure in form of nested dictionaries. Either ``product_id`` or ``tile`` must be specified.
:param product_id: original ESA product identification string. Def... | python | def get_safe_format(product_id=None, tile=None, entire_product=False, bands=None, data_source=DataSource.SENTINEL2_L1C):
entire_product = entire_product and product_id is None
if tile is not None:
safe_tile = SafeTile(tile_name=tile[0], time=tile[1], bands=bands, data_source=data_source)
if not ... | [
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243,017 | sentinel-hub/sentinelhub-py | sentinelhub/data_request.py | download_safe_format | def download_safe_format(product_id=None, tile=None, folder='.', redownload=False, entire_product=False, bands=None,
data_source=DataSource.SENTINEL2_L1C):
"""
Downloads .SAFE format structure in form of nested dictionaries. Either ``product_id`` or ``tile`` must
be specified.
... | python | def download_safe_format(product_id=None, tile=None, folder='.', redownload=False, entire_product=False, bands=None,
data_source=DataSource.SENTINEL2_L1C):
entire_product = entire_product and product_id is None
if tile is not None:
safe_request = AwsTileRequest(tile=tile[0], tim... | [
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243,018 | sentinel-hub/sentinelhub-py | sentinelhub/data_request.py | DataRequest.save_data | def save_data(self, *, data_filter=None, redownload=False, max_threads=None, raise_download_errors=False):
"""
Saves data to disk. If ``redownload=True`` then the data is redownloaded using ``max_threads`` workers.
:param data_filter: Used to specify which items will be returned by the method a... | python | def save_data(self, *, data_filter=None, redownload=False, max_threads=None, raise_download_errors=False):
self._preprocess_request(True, False)
self._execute_data_download(data_filter, redownload, max_threads, raise_download_errors) | [
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243,019 | sentinel-hub/sentinelhub-py | sentinelhub/data_request.py | DataRequest._execute_data_download | def _execute_data_download(self, data_filter, redownload, max_threads, raise_download_errors):
"""Calls download module and executes the download process
:param data_filter: Used to specify which items will be returned by the method and in which order. E.g. with
`data_filter=[0, 2, -1]` the... | python | def _execute_data_download(self, data_filter, redownload, max_threads, raise_download_errors):
is_repeating_filter = False
if data_filter is None:
filtered_download_list = self.download_list
elif isinstance(data_filter, (list, tuple)):
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243,020 | sentinel-hub/sentinelhub-py | sentinelhub/data_request.py | DataRequest._filter_repeating_items | def _filter_repeating_items(download_list):
""" Because of data_filter some requests in download list might be the same. In order not to download them again
this method will reduce the list of requests. It will also return a mapping list which can be used to
reconstruct the previous list of down... | python | def _filter_repeating_items(download_list):
unique_requests_map = {}
mapping_list = []
unique_download_list = []
for download_request in download_list:
if download_request not in unique_requests_map:
unique_requests_map[download_request] = len(unique_download_... | [
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243,021 | sentinel-hub/sentinelhub-py | sentinelhub/data_request.py | DataRequest._preprocess_request | def _preprocess_request(self, save_data, return_data):
"""
Prepares requests for download and creates empty folders
:param save_data: Tells whether to save data or not
:type: bool
:param return_data: Tells whether to return data or not
:type: bool
"""
if ... | python | def _preprocess_request(self, save_data, return_data):
if not self.is_valid_request():
raise ValueError('Cannot obtain data because request is invalid')
if save_data and self.data_folder is None:
raise ValueError('Request parameter `data_folder` is not specified. '
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243,022 | sentinel-hub/sentinelhub-py | sentinelhub/data_request.py | DataRequest._add_saved_data | def _add_saved_data(self, data_list, data_filter, raise_download_errors):
"""
Adds already saved data that was not redownloaded to the requested data list.
"""
filtered_download_list = self.download_list if data_filter is None else \
[self.download_list[index] for index in da... | python | def _add_saved_data(self, data_list, data_filter, raise_download_errors):
filtered_download_list = self.download_list if data_filter is None else \
[self.download_list[index] for index in data_filter]
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243,023 | sentinel-hub/sentinelhub-py | sentinelhub/data_request.py | GeopediaImageRequest.create_request | def create_request(self, reset_gpd_iterator=False):
"""Set a list of download requests
Set a list of DownloadRequests for all images that are under the
given property of the Geopedia's Vector layer.
:param reset_gpd_iterator: When re-running the method this flag is used to reset/keep e... | python | def create_request(self, reset_gpd_iterator=False):
if reset_gpd_iterator:
self.gpd_iterator = None
gpd_service = GeopediaImageService()
self.download_list = gpd_service.get_request(self)
self.gpd_iterator = gpd_service.get_gpd_iterator() | [
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243,024 | sentinel-hub/sentinelhub-py | sentinelhub/geopedia.py | GeopediaSession.provide_session | def provide_session(self, start_new=False):
""" Makes sure that session is still valid and provides session info
:param start_new: If `True` it will always create a new session. Otherwise it will create a new
session only if no session exists or the previous session timed out.
:type... | python | def provide_session(self, start_new=False):
if self.is_global:
self._session_info = self._global_session_info
self._session_start = self._global_session_start
if self._session_info is None or start_new or \
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243,025 | sentinel-hub/sentinelhub-py | sentinelhub/geopedia.py | GeopediaSession._start_new_session | def _start_new_session(self):
""" Starts a new session and calculates when the new session will end. If username and password are provided
it will also make login.
"""
self._session_start = datetime.datetime.now()
session_id = self._parse_session_id(self._session_info) if self._... | python | def _start_new_session(self):
self._session_start = datetime.datetime.now()
session_id = self._parse_session_id(self._session_info) if self._session_info else ''
session_url = '{}data/v1/session/create?locale=en&sid={}'.format(self.base_url, session_id)
self._session_info = get_json(ses... | [
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243,026 | sentinel-hub/sentinelhub-py | sentinelhub/geopedia.py | GeopediaSession._make_login | def _make_login(self):
""" Private method that makes login
"""
login_url = '{}data/v1/session/login?user={}&pass={}&sid={}'.format(self.base_url, self.username, self.password,
self._parse_session_id(self._session_info))
... | python | def _make_login(self):
login_url = '{}data/v1/session/login?user={}&pass={}&sid={}'.format(self.base_url, self.username, self.password,
self._parse_session_id(self._session_info))
self._session_info = get_json(login_url) | [
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243,027 | sentinel-hub/sentinelhub-py | sentinelhub/geopedia.py | GeopediaImageService._get_items | def _get_items(self, request):
""" Collects data from Geopedia layer and returns list of features
"""
if request.gpd_iterator is None:
self.gpd_iterator = GeopediaFeatureIterator(request.layer, bbox=request.bbox, base_url=self.base_url,
... | python | def _get_items(self, request):
if request.gpd_iterator is None:
self.gpd_iterator = GeopediaFeatureIterator(request.layer, bbox=request.bbox, base_url=self.base_url,
gpd_session=request.gpd_session)
else:
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243,028 | sentinel-hub/sentinelhub-py | sentinelhub/geopedia.py | GeopediaImageService._get_filename | def _get_filename(request, item):
""" Creates a filename
"""
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filename = OgcImageService.finalize_filename(item['niceName'].replace(' ', '_'))
else:
filename = OgcImageService.finalize_filename(
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if request.keep_image_names:
filename = OgcImageService.finalize_filename(item['niceName'].replace(' ', '_'))
else:
filename = OgcImageService.finalize_filename(
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243,029 | sentinel-hub/sentinelhub-py | sentinelhub/geopedia.py | GeopediaFeatureIterator._fetch_features | def _fetch_features(self):
""" Retrieves a new page of features from Geopedia
"""
if self.next_page_url is None:
return
response = get_json(self.next_page_url, post_values=self.query, headers=self.gpd_session.session_headers)
self.features.extend(response['features'... | python | def _fetch_features(self):
if self.next_page_url is None:
return
response = get_json(self.next_page_url, post_values=self.query, headers=self.gpd_session.session_headers)
self.features.extend(response['features'])
self.next_page_url = response['pagination']['next']
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243,030 | sentinel-hub/sentinelhub-py | sentinelhub/os_utils.py | get_folder_list | def get_folder_list(folder='.'):
""" Get list of sub-folders contained in input folder
:param folder: input folder to list sub-folders. Default is ``'.'``
:type folder: str
:return: list of sub-folders
:rtype: list(str)
"""
dir_list = get_content_list(folder)
return [f for f in dir_list... | python | def get_folder_list(folder='.'):
dir_list = get_content_list(folder)
return [f for f in dir_list if not os.path.isfile(os.path.join(folder, f))] | [
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243,031 | sentinel-hub/sentinelhub-py | sentinelhub/os_utils.py | create_parent_folder | def create_parent_folder(filename):
""" Create parent folder for input filename recursively
:param filename: input filename
:type filename: str
:raises: error if folder cannot be created
"""
path = os.path.dirname(filename)
if path != '':
make_folder(path) | python | def create_parent_folder(filename):
path = os.path.dirname(filename)
if path != '':
make_folder(path) | [
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243,032 | sentinel-hub/sentinelhub-py | sentinelhub/os_utils.py | make_folder | def make_folder(path):
""" Create folder at input path recursively
Create a folder specified by input path if one
does not exist already
:param path: input path to folder to be created
:type path: str
:raises: os.error if folder cannot be created
"""
if not os.path.exists(path):
... | python | def make_folder(path):
if not os.path.exists(path):
try:
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except OSError as exception:
if exception.errno != errno.EEXIST:
raise ValueError('Specified folder is not writable: %s'
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243,033 | sentinel-hub/sentinelhub-py | sentinelhub/os_utils.py | rename | def rename(old_path, new_path, edit_folders=True):
""" Rename files or folders
:param old_path: name of file or folder to rename
:param new_path: name of new file or folder
:param edit_folders: flag to allow recursive renaming of folders. Default is ``True``
:type old_path: str
:type new_path: ... | python | def rename(old_path, new_path, edit_folders=True):
if edit_folders:
os.renames(old_path, new_path)
else:
os.rename(old_path, new_path) | [
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243,034 | sentinel-hub/sentinelhub-py | sentinelhub/os_utils.py | size | def size(pathname):
""" Returns size of a file or folder in Bytes
:param pathname: path to file or folder to be sized
:type pathname: str
:return: size of file or folder in Bytes
:rtype: int
:raises: os.error if file is not accessible
"""
if os.path.isfile(pathname):
return os.p... | python | def size(pathname):
if os.path.isfile(pathname):
return os.path.getsize(pathname)
return sum([size('{}/{}'.format(pathname, name)) for name in get_content_list(pathname)]) | [
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243,035 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBox.middle | def middle(self):
""" Returns the middle point of the bounding box
:return: middle point
:rtype: (float, float)
"""
return (self.min_x + self.max_x) / 2, (self.min_y + self.max_y) / 2 | python | def middle(self):
return (self.min_x + self.max_x) / 2, (self.min_y + self.max_y) / 2 | [
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243,036 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBox.reverse | def reverse(self):
""" Returns a new BBox object where x and y coordinates are switched
:return: New BBox object with switched coordinates
:rtype: BBox
"""
return BBox((self.min_y, self.min_x, self.max_y, self.max_x), crs=self.crs) | python | def reverse(self):
return BBox((self.min_y, self.min_x, self.max_y, self.max_x), crs=self.crs) | [
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243,037 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBox.transform | def transform(self, crs):
""" Transforms BBox from current CRS to target CRS
:param crs: target CRS
:type crs: constants.CRS
:return: Bounding box in target CRS
:rtype: BBox
"""
new_crs = CRS(crs)
return BBox((transform_point(self.lower_left, self.crs, ne... | python | def transform(self, crs):
new_crs = CRS(crs)
return BBox((transform_point(self.lower_left, self.crs, new_crs),
transform_point(self.upper_right, self.crs, new_crs)), crs=new_crs) | [
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243,038 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBox.get_polygon | def get_polygon(self, reverse=False):
""" Returns a tuple of coordinates of 5 points describing a polygon. Points are listed in clockwise order, first
point is the same as the last.
:param reverse: `True` if x and y coordinates should be switched and `False` otherwise
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bbox = self.reverse() if reverse else self
polygon = ((bbox.min_x, bbox.min_y),
(bbox.min_x, bbox.max_y),
(bbox.max_x, bbox.max_y),
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243,039 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBox.get_partition | def get_partition(self, num_x=1, num_y=1):
""" Partitions bounding box into smaller bounding boxes of the same size.
:param num_x: Number of parts BBox will be horizontally divided into.
:type num_x: int
:param num_y: Number of parts BBox will be vertically divided into.
:type n... | python | def get_partition(self, num_x=1, num_y=1):
size_x, size_y = (self.max_x - self.min_x) / num_x, (self.max_y - self.min_y) / num_y
return [[BBox([self.min_x + i * size_x, self.min_y + j * size_y,
self.min_x + (i + 1) * size_x, self.min_y + (j + 1) * size_y],
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243,040 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBox.get_transform_vector | def get_transform_vector(self, resx, resy):
""" Given resolution it returns a transformation vector
:param resx: Resolution in x direction
:type resx: float or int
:param resy: Resolution in y direction
:type resy: float or int
:return: A tuple with 6 numbers representin... | python | def get_transform_vector(self, resx, resy):
return self.x_min, self._parse_resolution(resx), 0, self.y_max, 0, -self._parse_resolution(resy) | [
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243,041 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBox._parse_resolution | def _parse_resolution(res):
""" Helper method for parsing given resolution. It will also try to parse a string into float
:return: A float value of resolution
:rtype: float
"""
if isinstance(res, str):
return float(res.strip('m'))
if isinstance(res, (int, flo... | python | def _parse_resolution(res):
if isinstance(res, str):
return float(res.strip('m'))
if isinstance(res, (int, float)):
return float(res)
raise TypeError('Resolution should be a float, got resolution of type {}'.format(type(res))) | [
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243,042 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBox._tuple_from_list_or_tuple | def _tuple_from_list_or_tuple(bbox):
""" Converts a list or tuple representation of a bbox into a flat tuple representation.
:param bbox: a list or tuple with 4 coordinates that is either flat or nested
:return: tuple (min_x,min_y,max_x,max_y)
:raises: TypeError
"""
if l... | python | def _tuple_from_list_or_tuple(bbox):
if len(bbox) == 4:
return tuple(map(float, bbox))
if len(bbox) == 2 and all([isinstance(point, (list, tuple)) for point in bbox]):
return BBox._tuple_from_list_or_tuple(bbox[0] + bbox[1])
raise TypeError('Expected a valid list or tuple... | [
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243,043 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBox._tuple_from_str | def _tuple_from_str(bbox):
""" Parses a string of numbers separated by any combination of commas and spaces
:param bbox: e.g. str of the form `min_x ,min_y max_x, max_y`
:return: tuple (min_x,min_y,max_x,max_y)
"""
return tuple([float(s) for s in bbox.replace(',', ' ').split() ... | python | def _tuple_from_str(bbox):
return tuple([float(s) for s in bbox.replace(',', ' ').split() if s]) | [
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243,044 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | Geometry.reverse | def reverse(self):
""" Returns a new Geometry object where x and y coordinates are switched
:return: New Geometry object with switched coordinates
:rtype: Geometry
"""
return Geometry(shapely.ops.transform(lambda x, y: (y, x), self.geometry), crs=self.crs) | python | def reverse(self):
return Geometry(shapely.ops.transform(lambda x, y: (y, x), self.geometry), crs=self.crs) | [
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243,045 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | Geometry.transform | def transform(self, crs):
""" Transforms Geometry from current CRS to target CRS
:param crs: target CRS
:type crs: constants.CRS
:return: Geometry in target CRS
:rtype: Geometry
"""
new_crs = CRS(crs)
geometry = self.geometry
if new_crs is not se... | python | def transform(self, crs):
new_crs = CRS(crs)
geometry = self.geometry
if new_crs is not self.crs:
project = functools.partial(pyproj.transform, self.crs.projection(), new_crs.projection())
geometry = shapely.ops.transform(project, geometry)
return Geometry(geome... | [
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243,046 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | Geometry._parse_geometry | def _parse_geometry(geometry):
""" Parses given geometry into shapely object
:param geometry:
:return: Shapely polygon or multipolygon
:rtype: shapely.geometry.Polygon or shapely.geometry.MultiPolygon
:raises TypeError
"""
if isinstance(geometry, str):
... | python | def _parse_geometry(geometry):
if isinstance(geometry, str):
geometry = shapely.wkt.loads(geometry)
elif isinstance(geometry, dict):
geometry = shapely.geometry.shape(geometry)
elif not isinstance(geometry, shapely.geometry.base.BaseGeometry):
raise TypeError(... | [
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243,047 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBoxCollection.transform | def transform(self, crs):
""" Transforms BBoxCollection from current CRS to target CRS
:param crs: target CRS
:type crs: constants.CRS
:return: BBoxCollection in target CRS
:rtype: BBoxCollection
"""
return BBoxCollection([bbox.transform(crs) for bbox in self.bbo... | python | def transform(self, crs):
return BBoxCollection([bbox.transform(crs) for bbox in self.bbox_list]) | [
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243,048 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBoxCollection._get_geometry | def _get_geometry(self):
""" Creates a multipolygon of bounding box polygons
"""
return shapely.geometry.MultiPolygon([bbox.geometry for bbox in self.bbox_list]) | python | def _get_geometry(self):
return shapely.geometry.MultiPolygon([bbox.geometry for bbox in self.bbox_list]) | [
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243,049 | sentinel-hub/sentinelhub-py | sentinelhub/geometry.py | BBoxCollection._parse_bbox_list | def _parse_bbox_list(bbox_list):
""" Helper method for parsing a list of bounding boxes
"""
if isinstance(bbox_list, BBoxCollection):
return bbox_list.bbox_list, bbox_list.crs
if not isinstance(bbox_list, list) or not bbox_list:
raise ValueError('Expected non-emp... | python | def _parse_bbox_list(bbox_list):
if isinstance(bbox_list, BBoxCollection):
return bbox_list.bbox_list, bbox_list.crs
if not isinstance(bbox_list, list) or not bbox_list:
raise ValueError('Expected non-empty list of BBox objects')
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if no... | [
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243,050 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | read_data | def read_data(filename, data_format=None):
""" Read image data from file
This function reads input data from file. The format of the file
can be specified in ``data_format``. If not specified, the format is
guessed from the extension of the filename.
:param filename: filename to read data from
... | python | def read_data(filename, data_format=None):
if not os.path.exists(filename):
raise ValueError('Filename {} does not exist'.format(filename))
if not isinstance(data_format, MimeType):
data_format = get_data_format(filename)
if data_format.is_tiff_format():
return read_tiff_image(file... | [
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243,051 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | read_jp2_image | def read_jp2_image(filename):
""" Read data from JPEG2000 file
:param filename: name of JPEG2000 file to be read
:type filename: str
:return: data stored in JPEG2000 file
"""
# Other option:
# return glymur.Jp2k(filename)[:]
image = read_image(filename)
with open(filename, 'rb') as... | python | def read_jp2_image(filename):
# Other option:
# return glymur.Jp2k(filename)[:]
image = read_image(filename)
with open(filename, 'rb') as file:
bit_depth = get_jp2_bit_depth(file)
return fix_jp2_image(image, bit_depth) | [
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243,052 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | read_csv | def read_csv(filename, delimiter=CSV_DELIMITER):
""" Read data from CSV file
:param filename: name of CSV file to be read
:type filename: str
:param delimiter: type of CSV delimiter. Default is ``;``
:type delimiter: str
:return: data stored in CSV file as list
"""
with open(filename, '... | python | def read_csv(filename, delimiter=CSV_DELIMITER):
with open(filename, 'r') as file:
return list(csv.reader(file, delimiter=delimiter)) | [
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243,053 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | write_data | def write_data(filename, data, data_format=None, compress=False, add=False):
""" Write image data to file
Function to write image data to specified file. If file format is not provided
explicitly, it is guessed from the filename extension. If format is TIFF, geo
information and compression can be optio... | python | def write_data(filename, data, data_format=None, compress=False, add=False):
create_parent_folder(filename)
if not isinstance(data_format, MimeType):
data_format = get_data_format(filename)
if data_format.is_tiff_format():
return write_tiff_image(filename, data, compress)
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243,054 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | write_tiff_image | def write_tiff_image(filename, image, compress=False):
""" Write image data to TIFF file
:param filename: name of file to write data to
:type filename: str
:param image: image data to write to file
:type image: numpy array
:param compress: whether to compress data. If ``True``, lzma compression... | python | def write_tiff_image(filename, image, compress=False):
if compress:
return tiff.imsave(filename, image, compress='lzma') # loseless compression, works very well on masks
return tiff.imsave(filename, image) | [
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243,055 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | write_image | def write_image(filename, image):
""" Write image data to PNG, JPG file
:param filename: name of PNG or JPG file to write data to
:type filename: str
:param image: image data to write to file
:type image: numpy array
"""
data_format = get_data_format(filename)
if data_format is MimeType... | python | def write_image(filename, image):
data_format = get_data_format(filename)
if data_format is MimeType.JPG:
LOGGER.warning('Warning: jpeg is a lossy format therefore saved data will be modified.')
return Image.fromarray(image).save(filename) | [
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243,056 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | write_text | def write_text(filename, data, add=False):
""" Write image data to text file
:param filename: name of text file to write data to
:type filename: str
:param data: image data to write to text file
:type data: numpy array
:param add: whether to append to existing file or not. Default is ``False``
... | python | def write_text(filename, data, add=False):
write_type = 'a' if add else 'w'
with open(filename, write_type) as file:
print(data, end='', file=file) | [
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] | 08a83b7f1e289187159a643336995d8369860fea | https://github.com/sentinel-hub/sentinelhub-py/blob/08a83b7f1e289187159a643336995d8369860fea/sentinelhub/io_utils.py#L243-L255 |
243,057 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | write_csv | def write_csv(filename, data, delimiter=CSV_DELIMITER):
""" Write image data to CSV file
:param filename: name of CSV file to write data to
:type filename: str
:param data: image data to write to CSV file
:type data: numpy array
:param delimiter: delimiter used in CSV file. Default is ``;``
... | python | def write_csv(filename, data, delimiter=CSV_DELIMITER):
with open(filename, 'w') as file:
csv_writer = csv.writer(file, delimiter=delimiter)
for line in data:
csv_writer.writerow(line) | [
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243,058 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | write_json | def write_json(filename, data):
""" Write data to JSON file
:param filename: name of JSON file to write data to
:type filename: str
:param data: data to write to JSON file
:type data: list, tuple
"""
with open(filename, 'w') as file:
json.dump(data, file, indent=4, sort_keys=True) | python | def write_json(filename, data):
with open(filename, 'w') as file:
json.dump(data, file, indent=4, sort_keys=True) | [
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243,059 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | get_jp2_bit_depth | def get_jp2_bit_depth(stream):
"""Reads bit encoding depth of jpeg2000 file in binary stream format
:param stream: binary stream format
:type stream: Binary I/O (e.g. io.BytesIO, io.BufferedReader, ...)
:return: bit depth
:rtype: int
"""
stream.seek(0)
while True:
read_buffer = ... | python | def get_jp2_bit_depth(stream):
stream.seek(0)
while True:
read_buffer = stream.read(8)
if len(read_buffer) < 8:
raise ValueError('Image Header Box not found in Jpeg2000 file')
_, box_id = struct.unpack('>I4s', read_buffer)
if box_id == b'ihdr':
read_buff... | [
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243,060 | sentinel-hub/sentinelhub-py | sentinelhub/io_utils.py | fix_jp2_image | def fix_jp2_image(image, bit_depth):
"""Because Pillow library incorrectly reads JPEG 2000 images with 15-bit encoding this function corrects the
values in image.
:param image: image read by opencv library
:type image: numpy array
:param bit_depth: bit depth of jp2 image encoding
:type bit_dept... | python | def fix_jp2_image(image, bit_depth):
if bit_depth in [8, 16]:
return image
if bit_depth == 15:
try:
return image >> 1
except TypeError:
raise IOError('Failed to read JPEG 2000 image correctly. Most likely reason is that Pillow did not '
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243,061 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | download_data | def download_data(request_list, redownload=False, max_threads=None):
""" Download all requested data or read data from disk, if already downloaded and available and redownload is
not required.
:param request_list: list of DownloadRequests
:type request_list: list of DownloadRequests
:param redownlo... | python | def download_data(request_list, redownload=False, max_threads=None):
_check_if_must_download(request_list, redownload)
LOGGER.debug("Using max_threads=%s for %s requests", max_threads, len(request_list))
with concurrent.futures.ThreadPoolExecutor(max_workers=max_threads) as executor:
return [execu... | [
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243,062 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | _check_if_must_download | def _check_if_must_download(request_list, redownload):
"""
Updates request.will_download attribute of each request in request_list.
**Note:** the function mutates the elements of the list!
:param request_list: a list of ``DownloadRequest`` instances
:type: list[DownloadRequest]
:param redownlo... | python | def _check_if_must_download(request_list, redownload):
for request in request_list:
request.will_download = (request.save_response or request.return_data) \
and (not request.is_downloaded() or redownload) | [
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243,063 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | execute_download_request | def execute_download_request(request):
""" Executes download request.
:param request: DownloadRequest to be executed
:type request: DownloadRequest
:return: downloaded data or None
:rtype: numpy array, other possible data type or None
:raises: DownloadFailedException
"""
if request.save... | python | def execute_download_request(request):
if request.save_response and request.data_folder is None:
raise ValueError('Data folder is not specified. '
'Please give a data folder name in the initialization of your request.')
if not request.will_download:
return None
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:raises: DownloadFailedException | [
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243,064 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | _is_temporal_problem | def _is_temporal_problem(exception):
""" Checks if the obtained exception is temporal and if download attempt should be repeated
:param exception: Exception raised during download
:type exception: Exception
:return: True if exception is temporal and False otherwise
:rtype: bool
"""
try:
... | python | def _is_temporal_problem(exception):
try:
return isinstance(exception, (requests.ConnectionError, requests.Timeout))
except AttributeError: # Earlier requests versions might not have requests.Timeout
return isinstance(exception, requests.ConnectionError) | [
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243,065 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | _create_download_failed_message | def _create_download_failed_message(exception, url):
""" Creates message describing why download has failed
:param exception: Exception raised during download
:type exception: Exception
:param url: An URL from where download was attempted
:type url: str
:return: Error message
:rtype: str
... | python | def _create_download_failed_message(exception, url):
message = 'Failed to download from:\n{}\nwith {}:\n{}'.format(url, exception.__class__.__name__, exception)
if _is_temporal_problem(exception):
if isinstance(exception, requests.ConnectionError):
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243,066 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | decode_data | def decode_data(response_content, data_type, entire_response=None):
""" Interprets downloaded data and returns it.
:param response_content: downloaded data (i.e. json, png, tiff, xml, zip, ... file)
:type response_content: bytes
:param data_type: expected downloaded data type
:type data_type: const... | python | def decode_data(response_content, data_type, entire_response=None):
LOGGER.debug('data_type=%s', data_type)
if data_type is MimeType.JSON:
if isinstance(entire_response, requests.Response):
return entire_response.json()
return json.loads(response_content.decode('utf-8'))
if Mime... | [
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243,067 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | decode_image | def decode_image(data, image_type):
""" Decodes the image provided in various formats, i.e. png, 16-bit float tiff, 32-bit float tiff, jp2
and returns it as an numpy array
:param data: image in its original format
:type data: any of possible image types
:param image_type: expected image format
... | python | def decode_image(data, image_type):
bytes_data = BytesIO(data)
if image_type.is_tiff_format():
image = tiff.imread(bytes_data)
else:
image = np.array(Image.open(bytes_data))
if image_type is MimeType.JP2:
try:
bit_depth = get_jp2_bit_depth(bytes_data)
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243,068 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | get_json | def get_json(url, post_values=None, headers=None):
""" Download request as JSON data type
:param url: url to Sentinel Hub's services or other sources from where the data is downloaded
:type url: str
:param post_values: form encoded data to send in POST request. Default is ``None``
:type post_values... | python | def get_json(url, post_values=None, headers=None):
json_headers = {} if headers is None else headers.copy()
if post_values is None:
request_type = RequestType.GET
else:
request_type = RequestType.POST
json_headers = {**json_headers, **{'Content-Type': MimeType.get_string(MimeType.JS... | [
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243,069 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | get_xml | def get_xml(url):
""" Download request as XML data type
:param url: url to Sentinel Hub's services or other sources from where the data is downloaded
:type url: str
:return: request response as XML instance
:rtype: XML instance or None
:raises: RunTimeError
"""
request = DownloadRequest... | python | def get_xml(url):
request = DownloadRequest(url=url, request_type=RequestType.GET, save_response=False, return_data=True,
data_type=MimeType.XML)
return execute_download_request(request) | [
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243,070 | sentinel-hub/sentinelhub-py | sentinelhub/download.py | DownloadRequest.is_downloaded | def is_downloaded(self):
""" Checks if data for this request has already been downloaded and is saved to disk.
:return: returns ``True`` if data for this request has already been downloaded and is saved to disk.
:rtype: bool
"""
if self.file_path is None:
return Fals... | python | def is_downloaded(self):
if self.file_path is None:
return False
return os.path.exists(self.file_path) | [
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243,071 | sentinel-hub/sentinelhub-py | sentinelhub/opensearch.py | get_area_info | def get_area_info(bbox, date_interval, maxcc=None):
""" Get information about all images from specified area and time range
:param bbox: bounding box of requested area
:type bbox: geometry.BBox
:param date_interval: a pair of time strings in ISO8601 format
:type date_interval: tuple(str)
:param... | python | def get_area_info(bbox, date_interval, maxcc=None):
result_list = search_iter(bbox=bbox, start_date=date_interval[0], end_date=date_interval[1])
if maxcc:
return reduce_by_maxcc(result_list, maxcc)
return result_list | [
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243,072 | sentinel-hub/sentinelhub-py | sentinelhub/opensearch.py | get_area_dates | def get_area_dates(bbox, date_interval, maxcc=None):
""" Get list of times of existing images from specified area and time range
:param bbox: bounding box of requested area
:type bbox: geometry.BBox
:param date_interval: a pair of time strings in ISO8601 format
:type date_interval: tuple(str)
:... | python | def get_area_dates(bbox, date_interval, maxcc=None):
area_info = get_area_info(bbox, date_interval, maxcc=maxcc)
return sorted({datetime.datetime.strptime(tile_info['properties']['startDate'].strip('Z'),
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243,073 | sentinel-hub/sentinelhub-py | sentinelhub/opensearch.py | search_iter | def search_iter(tile_id=None, bbox=None, start_date=None, end_date=None, absolute_orbit=None):
""" A generator function that implements OpenSearch search queries and returns results
All parameters for search are optional.
:param tile_id: original tile identification string provided by ESA (e.g.
... | python | def search_iter(tile_id=None, bbox=None, start_date=None, end_date=None, absolute_orbit=None):
if bbox and bbox.crs is not CRS.WGS84:
bbox = bbox.transform(CRS.WGS84)
url_params = _prepare_url_params(tile_id, bbox, end_date, start_date, absolute_orbit)
url_params['maxRecords'] = SHConfig().max_open... | [
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243,074 | sentinel-hub/sentinelhub-py | sentinelhub/opensearch.py | _prepare_url_params | def _prepare_url_params(tile_id, bbox, end_date, start_date, absolute_orbit):
""" Constructs dict with URL params
:param tile_id: original tile identification string provided by ESA (e.g.
'S2A_OPER_MSI_L1C_TL_SGS__20160109T230542_A002870_T10UEV_N02.01')
:type tile_id: str
:param bbo... | python | def _prepare_url_params(tile_id, bbox, end_date, start_date, absolute_orbit):
url_params = {
'identifier': tile_id,
'startDate': start_date,
'completionDate': end_date,
'orbitNumber': absolute_orbit,
'box': bbox
}
return {key: str(value) for key, value in url_params.i... | [
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243,075 | sentinel-hub/sentinelhub-py | sentinelhub/aws_safe.py | _edit_name | def _edit_name(name, code, add_code=None, delete_end=False):
"""
Helping function for creating file names in .SAFE format
:param name: initial string
:type name: str
:param code:
:type code: str
:param add_code:
:type add_code: str or None
:param delete_end:
:type delete_end: bo... | python | def _edit_name(name, code, add_code=None, delete_end=False):
info = name.split('_')
info[2] = code
if add_code is not None:
info[3] = add_code
if delete_end:
info.pop()
return '_'.join(info) | [
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243,076 | sentinel-hub/sentinelhub-py | sentinelhub/aws_safe.py | SafeProduct.get_requests | def get_requests(self):
"""
Creates product structure and returns list of files for download
:return: list of download requests
:rtype: list(download.DownloadRequest)
"""
safe = self.get_safe_struct()
self.download_list = []
self.structure_recursion(safe... | python | def get_requests(self):
safe = self.get_safe_struct()
self.download_list = []
self.structure_recursion(safe, self.parent_folder)
self.sort_download_list()
return self.download_list, self.folder_list | [
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243,077 | sentinel-hub/sentinelhub-py | sentinelhub/aws_safe.py | SafeProduct.get_safe_struct | def get_safe_struct(self):
"""
Describes a structure inside tile folder of ESA product .SAFE structure
:return: nested dictionaries representing .SAFE structure
:rtype: dict
"""
safe = {}
main_folder = self.get_main_folder()
safe[main_folder] = {}
... | python | def get_safe_struct(self):
safe = {}
main_folder = self.get_main_folder()
safe[main_folder] = {}
safe[main_folder][AwsConstants.AUX_DATA] = {}
safe[main_folder][AwsConstants.DATASTRIP] = {}
datastrip_list = self.get_datastrip_list()
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243,078 | sentinel-hub/sentinelhub-py | sentinelhub/aws_safe.py | SafeTile.get_tile_id | def get_tile_id(self):
"""Creates ESA tile ID
:return: ESA tile ID
:rtype: str
"""
tree = get_xml(self.get_url(AwsConstants.METADATA))
tile_id_tag = 'TILE_ID_2A' if self.data_source is DataSource.SENTINEL2_L2A and self.baseline <= '02.06' else\
'TILE_ID'
... | python | def get_tile_id(self):
tree = get_xml(self.get_url(AwsConstants.METADATA))
tile_id_tag = 'TILE_ID_2A' if self.data_source is DataSource.SENTINEL2_L2A and self.baseline <= '02.06' else\
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tile_id = tree[0].find(tile_id_tag).text
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243,079 | sentinel-hub/sentinelhub-py | sentinelhub/areas.py | AreaSplitter._parse_shape_list | def _parse_shape_list(shape_list, crs):
""" Checks if the given list of shapes is in correct format and parses geometry objects
:param shape_list: The parameter `shape_list` from class initialization
:type shape_list: list(shapely.geometry.multipolygon.MultiPolygon or shapely.geometry.polygon.P... | python | def _parse_shape_list(shape_list, crs):
if not isinstance(shape_list, list):
raise ValueError('Splitter must be initialized with a list of shapes')
return [AreaSplitter._parse_shape(shape, crs) for shape in shape_list] | [
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243,080 | sentinel-hub/sentinelhub-py | sentinelhub/areas.py | AreaSplitter.get_bbox_list | def get_bbox_list(self, crs=None, buffer=None, reduce_bbox_sizes=None):
"""Returns a list of bounding boxes that are the result of the split
:param crs: Coordinate reference system in which the bounding boxes should be returned. If None the CRS will
be the default CRS of the splitte... | python | def get_bbox_list(self, crs=None, buffer=None, reduce_bbox_sizes=None):
bbox_list = self.bbox_list
if buffer:
bbox_list = [bbox.buffer(buffer) for bbox in bbox_list]
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reduce_bbox_sizes = self.reduce_bbox_sizes
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243,081 | sentinel-hub/sentinelhub-py | sentinelhub/areas.py | AreaSplitter.get_area_bbox | def get_area_bbox(self, crs=None):
"""Returns a bounding box of the entire area
:param crs: Coordinate reference system in which the bounding box should be returned. If None the CRS will
be the default CRS of the splitter.
:type crs: CRS or None
:return: A bounding b... | python | def get_area_bbox(self, crs=None):
bbox_list = [BBox(shape.bounds, crs=self.crs) for shape in self.shape_list]
area_minx = min([bbox.lower_left[0] for bbox in bbox_list])
area_miny = min([bbox.lower_left[1] for bbox in bbox_list])
area_maxx = max([bbox.upper_right[0] for bbox in bbox_lis... | [
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243,082 | sentinel-hub/sentinelhub-py | sentinelhub/areas.py | AreaSplitter._bbox_to_area_polygon | def _bbox_to_area_polygon(self, bbox):
"""Transforms bounding box into a polygon object in the area CRS.
:param bbox: A bounding box
:type bbox: BBox
:return: A polygon
:rtype: shapely.geometry.polygon.Polygon
"""
projected_bbox = bbox.transform(self.crs)
... | python | def _bbox_to_area_polygon(self, bbox):
projected_bbox = bbox.transform(self.crs)
return projected_bbox.geometry | [
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243,083 | sentinel-hub/sentinelhub-py | sentinelhub/areas.py | AreaSplitter._reduce_sizes | def _reduce_sizes(self, bbox_list):
"""Reduces sizes of bounding boxes
"""
return [BBox(self._intersection_area(bbox).bounds, self.crs).transform(bbox.crs) for bbox in bbox_list] | python | def _reduce_sizes(self, bbox_list):
return [BBox(self._intersection_area(bbox).bounds, self.crs).transform(bbox.crs) for bbox in bbox_list] | [
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243,084 | sentinel-hub/sentinelhub-py | sentinelhub/areas.py | BBoxSplitter._parse_split_shape | def _parse_split_shape(split_shape):
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:return: A tuple of n
:rtype: (int, int)
:raises: ValueError
"""
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if isinstance(split_shape, int):
return split_shape, split_shape
if isinstance(split_shape, (tuple, list)):
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243,085 | sentinel-hub/sentinelhub-py | sentinelhub/areas.py | OsmSplitter._recursive_split | def _recursive_split(self, bbox, zoom_level, column, row):
"""Method that recursively creates bounding boxes of OSM grid that intersect the area.
:param bbox: Bounding box
:type bbox: BBox
:param zoom_level: OSM zoom level
:type zoom_level: int
:param column: Column in t... | python | def _recursive_split(self, bbox, zoom_level, column, row):
if zoom_level == self.zoom_level:
self.bbox_list.append(bbox)
self.info_list.append({'zoom_level': zoom_level,
'index_x': column,
'index_y': row})
... | [
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243,086 | sentinel-hub/sentinelhub-py | sentinelhub/areas.py | CustomGridSplitter._parse_bbox_grid | def _parse_bbox_grid(bbox_grid):
""" Helper method for parsing bounding box grid. It will try to parse it into `BBoxCollection`
"""
if isinstance(bbox_grid, BBoxCollection):
return bbox_grid
if isinstance(bbox_grid, list):
return BBoxCollection(bbox_grid)
... | python | def _parse_bbox_grid(bbox_grid):
if isinstance(bbox_grid, BBoxCollection):
return bbox_grid
if isinstance(bbox_grid, list):
return BBoxCollection(bbox_grid)
raise ValueError("Parameter 'bbox_grid' should be an instance of {}".format(BBoxCollection.__name__)) | [
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243,087 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsService._parse_metafiles | def _parse_metafiles(self, metafile_input):
"""
Parses class input and verifies metadata file names.
:param metafile_input: class input parameter `metafiles`
:type metafile_input: str or list(str) or None
:return: verified list of metadata files
:rtype: list(str)
... | python | def _parse_metafiles(self, metafile_input):
all_metafiles = AwsConstants.S2_L1C_METAFILES if self.data_source is DataSource.SENTINEL2_L1C else \
AwsConstants.S2_L2A_METAFILES
if metafile_input is None:
if self.__class__.__name__ == 'SafeProduct':
return all_metaf... | [
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243,088 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsService.get_base_url | def get_base_url(self, force_http=False):
""" Creates base URL path
:param force_http: `True` if HTTP base URL should be used and `False` otherwise
:type force_http: str
:return: base url string
:rtype: str
"""
base_url = SHConfig().aws_metadata_url.rstrip('/') i... | python | def get_base_url(self, force_http=False):
base_url = SHConfig().aws_metadata_url.rstrip('/') if force_http else 's3:/'
aws_bucket = SHConfig().aws_s3_l1c_bucket if self.data_source is DataSource.SENTINEL2_L1C else \
SHConfig().aws_s3_l2a_bucket
return '{}/{}/'.format(base_url, aws_b... | [
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243,089 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsService.get_safe_type | def get_safe_type(self):
"""Determines the type of ESA product.
In 2016 ESA changed structure and naming of data. Therefore the class must
distinguish between old product type and compact (new) product type.
:return: type of ESA product
:rtype: constants.EsaSafeType
:ra... | python | def get_safe_type(self):
product_type = self.product_id.split('_')[1]
if product_type.startswith('MSI'):
return EsaSafeType.COMPACT_TYPE
if product_type in ['OPER', 'USER']:
return EsaSafeType.OLD_TYPE
raise ValueError('Unrecognized product type of product id {}'.... | [
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243,090 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsService._read_baseline_from_info | def _read_baseline_from_info(self):
"""Tries to find and return baseline number from either tileInfo or productInfo file.
:return: Baseline ID
:rtype: str
:raises: ValueError
"""
if hasattr(self, 'tile_info'):
return self.tile_info['datastrip']['id'][-5:]
... | python | def _read_baseline_from_info(self):
if hasattr(self, 'tile_info'):
return self.tile_info['datastrip']['id'][-5:]
if hasattr(self, 'product_info'):
return self.product_info['datastrips'][0]['id'][-5:]
raise ValueError('No info file has been obtained yet.') | [
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243,091 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsService.url_to_tile | def url_to_tile(url):
"""
Extracts tile name, date and AWS index from tile url on AWS.
:param url: class input parameter 'metafiles'
:type url: str
:return: Name of tile, date and AWS index which uniquely identifies tile on AWS
:rtype: (str, str, int)
"""
... | python | def url_to_tile(url):
info = url.strip('/').split('/')
name = ''.join(info[-7: -4])
date = '-'.join(info[-4: -1])
return name, date, int(info[-1]) | [
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243,092 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsService.structure_recursion | def structure_recursion(self, struct, folder):
"""
From nested dictionaries representing .SAFE structure it recursively extracts all the files that need to be
downloaded and stores them into class attribute `download_list`.
:param struct: nested dictionaries representing a part of .SAFE... | python | def structure_recursion(self, struct, folder):
has_subfolder = False
for name, substruct in struct.items():
subfolder = os.path.join(folder, name)
if not isinstance(substruct, dict):
product_name, data_name = self._url_to_props(substruct)
if '.' in... | [
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243,093 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsService.add_file_extension | def add_file_extension(filename, data_format=None, remove_path=False):
"""Joins filename and corresponding file extension if it has one.
:param filename: Name of the file without extension
:type filename: str
:param data_format: format of file, if None it will be set automatically
... | python | def add_file_extension(filename, data_format=None, remove_path=False):
if data_format is None:
data_format = AwsConstants.AWS_FILES[filename]
if remove_path:
filename = filename.split('/')[-1]
if filename.startswith('datastrip'):
filename = filename.replace('*... | [
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243,094 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsService.is_early_compact_l2a | def is_early_compact_l2a(self):
"""Check if product is early version of compact L2A product
:return: True if product is early version of compact L2A product and False otherwise
:rtype: bool
"""
return self.data_source is DataSource.SENTINEL2_L2A and self.safe_type is EsaSafeType... | python | def is_early_compact_l2a(self):
return self.data_source is DataSource.SENTINEL2_L2A and self.safe_type is EsaSafeType.COMPACT_TYPE and \
self.baseline <= '02.06' | [
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243,095 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsProduct.get_requests | def get_requests(self):
"""
Creates product structure and returns list of files for download.
:return: List of download requests and list of empty folders that need to be created
:rtype: (list(download.DownloadRequest), list(str))
"""
self.download_list = [DownloadReques... | python | def get_requests(self):
self.download_list = [DownloadRequest(url=self.get_url(metafile), filename=self.get_filepath(metafile),
data_type=AwsConstants.AWS_FILES[metafile], data_name=metafile) for
metafile in self.metafiles if metafile i... | [
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243,096 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsProduct.get_data_source | def get_data_source(self):
"""The method determines data source from product ID.
:return: Data source of the product
:rtype: DataSource
:raises: ValueError
"""
product_type = self.product_id.split('_')[1]
if product_type.endswith('L1C') or product_type == 'OPER':... | python | def get_data_source(self):
product_type = self.product_id.split('_')[1]
if product_type.endswith('L1C') or product_type == 'OPER':
return DataSource.SENTINEL2_L1C
if product_type.endswith('L2A') or product_type == 'USER':
return DataSource.SENTINEL2_L2A
raise Valu... | [
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243,097 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsProduct.get_date | def get_date(self):
""" Collects sensing date of the product.
:return: Sensing date
:rtype: str
"""
if self.safe_type == EsaSafeType.OLD_TYPE:
name = self.product_id.split('_')[-2]
date = [name[1:5], name[5:7], name[7:9]]
else:
name = ... | python | def get_date(self):
if self.safe_type == EsaSafeType.OLD_TYPE:
name = self.product_id.split('_')[-2]
date = [name[1:5], name[5:7], name[7:9]]
else:
name = self.product_id.split('_')[2]
date = [name[:4], name[4:6], name[6:8]]
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243,098 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsProduct.get_product_url | def get_product_url(self, force_http=False):
"""
Creates base url of product location on AWS.
:param force_http: True if HTTP base URL should be used and False otherwise
:type force_http: str
:return: url of product location
:rtype: str
"""
base_url = sel... | python | def get_product_url(self, force_http=False):
base_url = self.base_http_url if force_http else self.base_url
return '{}products/{}/{}'.format(base_url, self.date.replace('-', '/'), self.product_id) | [
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] | 08a83b7f1e289187159a643336995d8369860fea | https://github.com/sentinel-hub/sentinelhub-py/blob/08a83b7f1e289187159a643336995d8369860fea/sentinelhub/aws.py#L405-L415 |
243,099 | sentinel-hub/sentinelhub-py | sentinelhub/aws.py | AwsTile.parse_tile_name | def parse_tile_name(name):
"""
Parses and verifies tile name.
:param name: class input parameter `tile_name`
:type name: str
:return: parsed tile name
:rtype: str
"""
tile_name = name.lstrip('T0')
if len(tile_name) == 4:
tile_name = '0... | python | def parse_tile_name(name):
tile_name = name.lstrip('T0')
if len(tile_name) == 4:
tile_name = '0' + tile_name
if len(tile_name) != 5:
raise ValueError('Invalid tile name {}'.format(name))
return tile_name | [
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:param name: class input parameter `tile_name`
:type name: str
:return: parsed tile name
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] | 08a83b7f1e289187159a643336995d8369860fea | https://github.com/sentinel-hub/sentinelhub-py/blob/08a83b7f1e289187159a643336995d8369860fea/sentinelhub/aws.py#L485-L499 |
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