Releases | Open Source Science

sentinelhub-py - Version 3.11.1

Remove numpy<2 restriction.

- Python
Published by zigaLuksic over 1 year ago

sentinelhub-py - Version 3.11.0

Support for Batch Process API Version 2.

- Python
Published by zigaLuksic over 1 year ago

sentinelhub-py - Version 3.10.3

Monitoring a batch job now concludes if the batch job is cancelled.
The monitoring function now waits for the status of the batch job to change (even if all tiles have completed) before finalization in order to return the correct status.

- Python
Published by zigaLuksic over 1 year ago

sentinelhub-py - Version 3.10.2

Added max_retries parameter to SHConfig class. It controls how many times the client will attempt to re-download before raising OutOfRequestsException. It is set to None by default, in which case it never stops trying. Contributed by @Regan-Koopmans.

- Python
Published by zigaLuksic almost 2 years ago

sentinelhub-py - Version 3.10.1

Improved documentation for Copernicus Data Space Ecosystem.
Restrict numpy version to <2 in anticipation of numpy 2.0 release.

- Python
Published by zigaLuksic about 2 years ago

sentinelhub-py - Version 3.10.0

This update ensures that session-sharing works as intended.

Changelog:

Adjust session caching to mirror changes to the core services. Older version might no longer correctly cache sessions.
Switch default auth endpoint to the new address.

- Python
Published by zigaLuksic about 2 years ago

sentinelhub-py - Version 3.9.5

The SentinelHubDownloadClient class now has a default_retry_time parameter, which allows control over the waiting time when a request gets a 429 TOOMANYREQUESTS response without a specific retry time in the headers. The default value for this behavior has been changed from 0s to 30s to avoid edge-cases where SH services were bombarded with requests.

- Python
Published by zigaLuksic about 2 years ago

sentinelhub-py - Version 3.9.4

Fixed a problem with dataclasses_json 0.6.2 that broke BYOC functionalities
Removed AWS examples from the docs since the functionality is no longer maintained.

- Python
Published by zigaLuksic over 2 years ago

sentinelhub-py - Version 3.9.3

Changelog:

SHConfig now correctly initializes a default profile in the file even if the first initialization call is done with a custom profile.
Save and load methods of SHConfig adjusted to work with the environmental variable SH_PROFILE
CLI command sentinelhub.config --show works with the environmental variable SH_PROFILE

- Python
Published by zigaLuksic over 2 years ago

sentinelhub-py - Version 3.9.2

Changelog:

Adjusted how user credentials are passed to the OAuth service.
Added QUALITY_FLAGS band to S3_OLCI
Batch statistical API now supports IAM role style credentials.
Various minor improvements

- Python
Published by zigaLuksic over 2 years ago

sentinelhub-py - Version 3.9.1

Changelog:

The parameter sh_auth_base_url has been replaced with sh_token_url to allow authentication on endpoints with suffixes other than oauth/token. For the new parameter the address must be provided in full, e.g. https://services.sentinel-hub.com/oauth/token instead of https://services.sentinel-hub.com.The change only affects users who manually adjusted this field.
The package has been adjusted to fully support Python 3.11. In the process base class of DataCollection was switched from enum.Enum to aenum.Enum, but we expect no behavioral changes.
Various minor adjustments

- Python
Published by zigaLuksic almost 3 years ago

sentinelhub-py - Version 3.9.0

This release focuses mostly on the changes regarding the Sentinel Hub configuration file (SHConfig) moving into the direction of a more common config usage: - The format of the config file has been changed from JSON to TOML, which offers a more intuitive overview - The config parameters can now be provided as input in the class constructor - The location of the config file has been changed to ~/.config/sentinelhub/config.toml on Linux/MacOS and C:/Users/<USERNAME>/.config/sentinelhub/config.toml on Windows, which means that the configs are now separated from the repo location - all environments where sentinelhub-py is installed now use the configuration from the same source - installing new versions now doesn't reset the configuration - The option of having multiple configuration files was removed - Profiles were introduced, allowing users to define and use multiple profiles defined in the same location - only the updated fields are present in the configuration, the rest are equal to the default configuration parameters - A limited support of environment variables was introduced. - SH_PROFILE that dictates which profile should be used when not explicitly provided. - SH_CLIENT_ID and SH_CLIENT_SECRET for setting the SentinelHub credentials. - The general precedence order of the provided parameters is explicit parameters > environment > configuration file > defaults.

For more information about the configuration updates, check the Configuration section in the readthedocs.

Other changes in this release include: - Removed support for Python 3.7. This should help with an easier Conda installation - The package is now released as a wheel - Added support for Async Process API - Switched to a pyproject.toml based install, enabling a lighter package with fewer install files - Increased tests performance and cleaned up deprecated functions

- Python
Published by mlubej almost 3 years ago

sentinelhub-py - Version 3.8.4

Changelog: - Fixed a rate-limit bug that was introduced in version 3.8.2

- Python
Published by zigaLuksic almost 3 years ago

sentinelhub-py - Version 3.8.3

Changelog:

The properties bbox and geometries of BatchRequest no longer raise an exception and instead return None when not defined.
BatchSplitter adjusted so it also works for batch requests that only have bbox specified.
BBoxCollection has been marked as deprecated.
The option to construct a BBox from strings, other BBox objects, and shapely geometries has been deprecated.
The string representation of a BBox was marked to be changed in a future update. It will match the repr representation.
Many unused minor functions were removed from io_utils, however read_data and write_data now support a few more formats.
Some url fetching methods of SHConfig have been marked as deprecated (with hints for replacement).
Large improvements to test suite.

- Python
Published by zigaLuksic about 3 years ago

sentinelhub-py - Version 3.8.2

Changelog:

Generalized the CRS class to accept fiona.crs.CRS as input.
Added warning to SentinelHubBatch.reprocess_tile, because the service endpoint will be removed.
Deprecation warning is triggered for single request input to DownloadClient.download. In future versions only sequences of requests will be supported. A single request will need to be passed as a singleton list or tuple.
Deprecated PackageProps class, will be removed in future version.
Various improvements to code and tests.

- Python
Published by zigaLuksic about 3 years ago

sentinelhub-py - Version 3.8.1

Changelog:

Added Harmonized Landsat Sentinel collection
Due to recent changes the aws module no longer works reliably. We decided to stop maintaining it, but we updated the AWS example notebook on workarounds for issues.
Updated BYOC example notebook with information on manual configuration of collections.
Updated Large area utilities notebook to show how one can use the obtained BBoxes to download data.
Improved BBoxSplitter to allow splitting by size, contributed by @ColinMoldenhauer.
Added dataFilter defaults to Batch Statistical (to match regular Statistical requests)
Fixed OGC bug with parameters being encoded twice
Module type_utils renamed to types
Deprecated os_utils module
Various minor code and test improvements

- Python
Published by zigaLuksic about 3 years ago

sentinelhub-py - Version 3.8.0

Changelog:

(codebreaking) Switched to newly deployed Catalog 1.0.0. Main changes:
- Slight changes in structure of results.
- The query parameter is replaced with filter, which uses the CQL2 language for querying/filtering results.
Added utility function statistical_to_dataframe for transforming results of (batch) statistical API to a dataframe. It is located in the new sentinelhub.data_utils module and requires the user to additionally install the pandas package.
Fixed conditionals in batch client that caused issues when requesting tiling grid with id 0.
Included an example notebook that describes how to obtain response headers. This can be used to access information about PU.
Added pre-commit hooks to repository for easier development.
Various minor improvements.

- Python
Published by zigaLuksic over 3 years ago

sentinelhub-py - Version 3.7.0

Changelog:

Official support for Sentinel Hub Batch Statistical API:
- Implemented SentinelHubBatchStatistical and BatchStatisticalRequest classes to serve as an interface for the API.
- Implemented monitor_batch_statistical_job and monitor_batch_statistical_analysis utility functions for monitoring batch statistical jobs.
- Implemented AwsBatchResults utility class for efficient loading of batch results from an S3 bucke.
- Prepared a tutorial notebook.
- Various minor improvements of batch-related functionalities and added more tests.
Upgrade of download procedure to support better access to information about responses:
- Implemented DownloadResponse object.
- Changed the structure of response.json files in cached data to include info about response.
- Changed the effect of decode_data=False parameter that is passed to DownloadClient.download and DataRequest.get_data methods. It used to provide raw response in bytes but now it provides instances of DownloadResponse object containing raw response, response headers, and more information about a response.
- Larger changes in the internal structure of download clients.
Parameter show_progress is now available for all DataRequest.get_data and DataRequest.save_data method calls.
Added SHConfig.__eq__ method that compares object values.
Added BBox.apply, Geometry.apply, and BBoxCollection.apply methods.
Improved handling of User-Agent headers - SentinelHubDownloadClient now always includes them.
Removed references to rate limit headers that don't exist anymore from SentinelHubRateLimit.
Changed how the request payer is configured in AwsDownloadClient - parameter RequestPayer="requester" is not hardcoded anymore.
Removed deprecated DataSource class, old Landsat DataCollection names, and base_url parameter.
Various minor improvements in code, tests, and documentation.

- Python
Published by AleksMat over 3 years ago

sentinelhub-py - Version 3.6.4

Changelog:

Increased minimal Pillow version to 9.2.0 and removed a fallback to rasterio when decoding JP2 images.
Various minor improvements in docstrings, example notebooks, and tests.

- Python
Published by AleksMat over 3 years ago

sentinelhub-py - Version 3.6.3

Changelog:

Fixed and issue with missing bufferX and bufferY parameters in BatchSplitter.
Updated minimal version of requests package in requirements to avoid issues with failed JSONDecodeError import.
Added flake8 style checker for code and notebooks and isort formatting for notebooks.

- Python
Published by AleksMat over 3 years ago

sentinelhub-py - Version 3.6.2

Changelog:

BatchSplitter is now returning bounding boxes with a correct buffer and without numerical errors. This change is code-breaking.
Fixed an issue where failed authentication to Sentinel Hub would raise a misleading MissingTokenError. Now a correct error is being raised.
Improved parsing of error messages obtained from Sentinel Hub.
A few minor improvements.

- Python
Published by AleksMat over 3 years ago

sentinelhub-py - Version 3.6.1

Changelog:

Improvements of Sentinel Hub authentication session sharing:
- sentinelhub.download.SessionSharingThread can now handle previously undeleted shared memory files and warn about them.
- Added a high-level utility sentinelhub.download.SessionSharing that ensures thread joining at the end. The tutorial notebook has been updated accordingly.
Minor Pylint updates.

- Python
Published by AleksMat over 3 years ago

sentinelhub-py - Version 3.6.0

Changelog:

Official support for sharing Sentinel Hub authentication session between parallel Python processes:
- improved interfaces of SentinelHubSession and SentinelHubDownloadClient,
- implemented utilities sentinelhub.download.SessionSharingThread and sentinelhub.download.collect_shared_session for sharing session with standard Python multiprocessing,
- added a tutorial notebook explaining the process and providing prototype implementations for different parallelization frameworks.
The package is now fully typed and mypy checks are performed in CI.
Refactored internal functionalities of SHConfig class.
DownloadFailedException now carries an optional instance of requests.RequestException.
Removed support for an old prototype EOCloud deployment of Sentinel Hub OGC services.
Documentation build improvements - package content pages are now being auto-generated. Some documentation links changed because of that.
Various minor improvements and fixes. Contributions by @sebastianclarke and @apazga

- Python
Published by AleksMat over 3 years ago

sentinelhub-py - Version 3.5.2

Changelog:

Fixed an issue with parsing WGS84 in sentinelhub.CRS class.
Fixed an issue with using SHConfig class in Ray workers. A few minor changes in SHConfig class.
Renamed sentinelhub.geometry.BaseGeometry to a private class sentinelhub.geometry._BaseGeometry.
Added type annotations for some modules.

- Python
Published by AleksMat almost 4 years ago

sentinelhub-py - Version 3.5.1

Changelog:

New enums MosaickingOrder and ResamplingType with better parsing of parameters for mosaicking order, downsampling, and upsampling.
BBox.buffer method now has an option to apply an absolute buffer. Default is still a relative buffer.
Added monitor_batch_analysis utility function.
Added ByocCollectionBand dataclass for better deserialization of payloads from Sentinel Hub BYOC service.
Added SentinelHubSession.info method for obtaining session token information.
Increased cache size for CRS.projection, CRS.pyproj_crs, and CRS.get_transform_function methods.
Fixed an issue with a progress bar in download clients.
Added py.typed file.
Various minor improvements in code and documentation.

- Python
Published by AleksMat almost 4 years ago

sentinelhub-py - Version 3.5.0

Changelog:

Larger change of internal package structure:
- some modules were grouped into subfolders api, aws, download, and geopedia,
- package dependencies for working with AWS are not installed by default anymore, instead they require sentinelhub[AWS] extension,
- AWS functionalities can now be imported only from sentinelhub.aws
- documentation and tests were updated to reflect these changes.
Downloading of Sentinel-2 data from AWS into .SAFE format was updated. Now all baselines, including 04.00, are correctly supported. Contributions by @anthony-scarth and @sebastianclarke.
Dependency Pillow>=9.0.0 is now officially supported. Because new versions incorrectly read 15-bit JPEG2000 images a warning is raised in such cases. The warning suggests to install rasterio which in sentinelhub-py now has priority over Pillow for reading JPEG2000 format.
Fixed an issue in DownloadClient cache checking.
Applied black and isort formatting on the entire repository.
Various minor updates in the code and documentation.

- Python
Published by AleksMat almost 4 years ago

sentinelhub-py - Version 3.4.4

Changelog:

Improved handling of AWS credentials
Corrected LandSat units for bands with surface temperature
Added deprecation warning for Fis service
Various minor improvements

- Python
Published by zigaLuksic about 4 years ago

sentinelhub-py - Version 3.4.3

Changelog:

Dropped support for Python 3.6 and added support for Python 3.10.
Added a few new MimeType enums constants and MimeType.matches_extension method.

- Python
Published by AleksMat about 4 years ago

sentinelhub-py - Version 3.4.2

Changelog:

TileSplitter utility now works for any DataCollection enum. Its implementation changed from using Sentinel Hub WFS to using Sentinel Hub Catalog to collect data about tiles. Consequentially, some initialization parameters and some output information changed. These changes are code-breaking.
A couple of fixes in definitions of meta-bands for a few DataCollection enums.

- Python
Published by AleksMat about 4 years ago

sentinelhub-py - Version 3.4.1

Changelog:

Code-breaking change of attribute bands of class DataCollection. Switched from a list of band names to a list of band information (name, units, output types). DataCollection now also contains information about metabands (e.g. dataMask).
Fixed an issue with false hash collision detection
The time parameter in SentinelHubCatalog is now optional
SentinelHubBYOC now provides reingest_tile method
Minor fixes and improvements

- Python
Published by zigaLuksic over 4 years ago

sentinelhub-py - Version 3.4.0

Changelog:

Code-breaking change of Sentinel Hub Batch API interface (i.e. SentinelHubBatch). Check updated example notebook for more info. Related changes:
- support for Batch collections endpoints,
- support for endpoint to update a batch request,
- added utility function monitor_batch_job,
- code-breaking change of BatchSplitter class.
Renamed Landsat DataCollection enums to be in line with Sentinel Hub service. Old names are deprecated.
Better support for data fusion and added an example in documentation.
Official support for Python 3.9.
Logging improvements:
- more logging in download procedure,
- added a documentation page about logging.
Download improvements:
- option to show progress bar during download,
- checking for hash collisions of cached downloaded data.
Option to hide credentials from SHConfig representation.
SentinelHubCatalog now correctly supports searching by collection id.
Change representation of geometry objects in notebooks.
Removed various functions and parameters which have been deprecated in earlier versions.
Converted all package tests from unittest to pytest.
A larger update of package Readme.
Minor fixes and improvements.

- Python
Published by zigaLuksic over 4 years ago

sentinelhub-py - Version 3.3.2

Changelog:

Added new data collection enums:
- DataCollection.LANDSAT7_L1,
- DataCollection.LANDSAT7_L2,
- DataCollection.LANDSAT15_L1.
Fixed an issue where user-defined DataCollection objects couldn't be passed to a distributed environment.
Fixed an issue with projections from uncommon CRS and added an optional always_xy parameter.
Improvements in the documentation notebook about Sentinel Hub BYOC.
Minor improvements in code style and documentation.

- Python
Published by AleksMat over 4 years ago

sentinelhub-py - Version 3.3.1

Changelog:

Added new data collection enums:
- DataCollection.LANDSAT8_L1,
- DataCollection.LANDSAT8_L2,
- DataCollection.LANDSAT45_L1,
- DataCollection.LANDSAT45_L2.
Added support for downloading Sentinel-2 L2A products with a special baseline 00.01 from AWS. Contributed by @marcosdejesus
Added an optional offset parameter to UtmGridSplitter and UtmZoneSplitter.
Minor updates and fixes to support changes of Sentinel Hub services.
Various documentation and code style improvements and fixes.

- Python
Published by AleksMat over 4 years ago

sentinelhub-py - Version 3.3.0

Changelog:

Added support for Sentinel Hub Statistical API and a tutorial notebook explaining how to use it.
Minor code and documentation updates.

- Python
Published by AleksMat almost 5 years ago

sentinelhub-py - Version 3.2.1

Changelog:

Added new data collection enums:
- DataCollection.DEM_MAPZEN,
- DataCollection.DEM_COPERNICUS_30,
- DataCollection.DEM_COPERNICUS_90
SentinelHubCatalog.search now correctly uses filters defined on DataCollection objects
Fixed a bug in GeopediaFeatureIterator
Various documentation improvements

- Python
Published by AleksMat almost 5 years ago

sentinelhub-py - Version 3.2.0

Changelog: - Added support for Sentinel Hub Catalog API and a tutorial notebook explaining how to use it. - Added support for Sentinel Hub BYOC API and a tutorial notebook explaining how to use it. - Removed enums MimeType.TIFF_d8, MimeType.TIFF_d16, and MimeType.TIFF_d32f as they are not supported by Sentinel Hub service anymore. Use MimeType.TIFF instead. - Removed enums CustomUrlParam.ATMFILTER, CustomUrlParam.TRANSPARENT, and CustomUrlParam.BGCOLOR as they are not supported by Sentinel Hub service anymore. - Improved how time parameters are handled in the package and refactored time_utils.py module. - Various documentation improvements, better instructions about configuring Sentinel Hub credentials. - Added methods BBox.transform_bounds and Geometry.from_geojson. - Unified implementation of feature iterators throughout the package. - Various minor improvements and fixes.

- Python
Published by AleksMat almost 5 years ago

sentinelhub-py - Version 3.1.0

Changelog: - Added support for Sentinel Hub Batch service and a tutorial notebook explaining how to use it. - Changed "data source" terminology to "data collection" to keep in sync with the Sentinel Hub service. Because of that DataSource has been renamed to DataCollection and data_source parameters renamed to data_collection. The old names became deprecated. - Large improvements in the implementation of DataCollection class (i.e. ex DataSource class) and supporting different deployments of Sentinel Hub service. Added a tutorial notebook explaining how to use the new DataCollection functionalities. - Improved parameter handling in SentinelHubRequest.input_data method. Added optional parameters upsampling and downsampling. - Deprecated sentinelhub.download.client.get_json function and replaced it with a method sentinelhub.download.client.DownloadClient.get_json. - A config.json is now being generated on-the-fly instead of being committed in the repository. - Minor improvements and fixes.

- Python
Published by AleksMat over 5 years ago

sentinelhub-py - Version 3.0.5

Changelog: - A minor enhancement of other_args parameter in SentinelHubRequest.input_data method.

- Python
Published by AleksMat over 5 years ago

sentinelhub-py - Version 3.0.4

Changelog: - Updated documentation examples * Improved examples of how to use Sentinel Hub Processing API service, * Deprecated examples of how to use Sentinel Hub OGC service - Fixed an issue of SentinelHubRequest not using config parameter correctly.

- Python
Published by AleksMat over 5 years ago

sentinelhub-py - Version 3.0.3

Changelog: - A fix for accessing Sentinel-5p data from Creodias

- Python
Published by AleksMat over 5 years ago

sentinelhub-py - Version 3.0.2

Change log: - Added a notebook with examples of how to use the SentinelHubRequest interface of Sentinel Hub Processing API. The notebook is also available in documentation. - OGC requests are now sending additional parameter warnings=false to better catch errors when requesting a too large image. (Note: this changes filenames of locally stored data.) - Improvements in when a session is created in the download procedure. - Improvements in CRS class, added CRS.pyproj_crs method.

- Python
Published by AleksMat almost 6 years ago

sentinelhub-py - Version 3.0.1

Change log: - SentinelHubDownloadClient is now caching SentinelHubSession instances, - SentinelHubSession now uses retry logic on failed authentication requests, - removed unnecessary warnings about credentials, - added handling of requests.exceptions.ChunkedEncodingError.

- Python
Published by AleksMat almost 6 years ago

sentinelhub-py - Version 3.0.0

Change log: - Large changes in Sentinel Hub rate-limiting object that improve download performance. - Added SentinelHubRequest class as an interface class for Sentinel Hub API. - Changed the filename convention of downloaded data. - Improvements in download procedure and DownloadRequest class. - Added support for Python 3.8, dropped support for Python 3.5. - DataRequest classes now work with an optional parameter config instead of instance_id. - sentinelhub.CRS now enables using any custom CRS. - Resolved pyproj warnings. - Removed deprecated methods of BBox and Geometry classes and transform_bbox function. - Various other improvements and fixes.

- Python
Published by AleksMat about 6 years ago

sentinelhub-py - Version 3.0.0b1 (pre-release)

The main changes: - Support for new Sentinel Hub API - Download utilities refactored - Added an algorithm for handling rate-limiting when downloading from Sentinel Hub service - A new procedure of caching downloaded data - Changes of parameters in config.json

More will be added soon.

- Python
Published by AleksMat over 6 years ago

sentinelhub-py - Version 2.6.1

Change log: - Added support for custom Sentinel Hub BYOC data sources - Sentinel Hub FisRequest now collects data with POST requests instead of GET requests

- Python
Published by AleksMat over 6 years ago

sentinelhub-py - Version 2.6.0

Change log: - Added support for Sentinel-1 orbit direction (code example). - Added new utilities for splitting large areas - UtmGridSplitter and UtmZoneSplitter (code example). - Renamed module test_utils to testing_utils. - Added code coverage.

- Python
Published by iovsn over 6 years ago

sentinelhub-py - Version 2.5.3

Change log: - Performance improvements of geometrical transformations with pyproj. Using pyproj>=2.0.0 should now be as fast as with older versions of pyproj. - Structural changes of sentinelhub.CRS class. - Extended support for downloading Sentinel-2 data into .SAFE format. Now supporting L1C baselines up to 02.07 and L2A up to 02.11. Contributed by @rouault - Fixed bug in sentinelhub.BBox.get_transform_vector method, contributed by @ds2268 - Fixed bug in sentinelhub.opensearch.get_tile_info function, contributed by @dhepper - Minor improvements in code and documentation

- Python
Published by AleksMat almost 7 years ago

sentinelhub-py - Version 2.5.1

Change log: - Improvements of GeopediaSession class: - support for authentication (login with Geopedia credentials) - storing all session info - GeopediaImageRequest and GeopediaFeatureIterator now have an optional parameter for specifying a custom instance of GeopediaSession. Therefore they can access private Geopedia layers.

- Python
Published by AleksMat about 7 years ago

sentinelhub-py - Version 2.5.0

Change log: - Added support for Sentinel Hub Feature Info Service (FIS). It is available with FisRequest class. - Added notebook with examples how to use FisRequest - link - Module sentinelhub.common renamed to sentinelhub.geometry, added Geometry and BBoxCollection classes, introduced properties - Code breaking change: sentinelhub.BBox.transform method does not change the object itself anymore but instead returns a copy of the object in new CRS. - Deprecated transform_bbox utility function as sentinelhub.BBox.transform can be used instead - Added bbox_to_dimensions utility function to geo_utils module. Contributed by @daviddemeij - Added CustomGridSplitter and new examples about it in Large area utilities notebook - Fixed problems with numpy version 1.16.0.

- Python
Published by AleksMat about 7 years ago

sentinelhub-py - Version 2.4.7

Change log: - DataSource class does not have subclasses anymore and therefore can be pickled and used during multiprocessing - GeopediaFeatureIterator now has an optional query_filter init parameter and method get_size()

- Python
Published by AleksMat about 7 years ago

sentinelhub-py - Version 2.4.6

Change log: - Added module test_utils with utilities for writing unit tests and adjusted to work with sentinelhub-py package. - Added a new parameter to OgcRequest.create_request and GeopadiaImageRequest.create_request methods. By default this parameter will keep existing feature iterator class, if it exists, and therefore prevent re-running a request to services when re-calling create_request method.

- Python
Published by AleksMat about 7 years ago

sentinelhub-py - Version 2.4.4

Change log: - Added support for retrieving data from Geopedia vector layers. - Temporal fix for handling rate limiting of Sentinel Hub services (HTTP response 429).