Geographic Information Systems Asked by ScienceNoob on April 12, 2021
I downloaded the AWS Earth search notebook from the intake-stac examples and whithout changing anything. Just run the cells…
But I’ve got everytime the error: KeyError: 'open_stac_item_collection'
Here is my code:
%matplotlib inline
import intake
import satsearch
bbox = [35.48, -3.24, 35.58, -3.14] # (min lon, min lat, max lon, max lat)
dates = '2020-07-01/2020-08-15'
URL='https://earth-search.aws.element84.com/v0'
results = satsearch.Search.search(url=URL,
collections=['sentinel-s2-l2a-cogs'], # note collection='sentinel-s2-l2a-cogs' doesn't work
datetime=dates,
bbox=bbox,
sort=['<datetime'])
items = results.items()
catalog = intake.open_stac_item_collection(items)
This is the result/error:
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
~/opt/anaconda3/envs/openspacedata_app/lib/python3.7/site-packages/intake/__init__.py in __getattr__(attr)
60 try:
---> 61 return gl[attr]
62 except KeyError:
KeyError: 'open_stac_item_collection'
During handling of the above exception, another exception occurred:
AttributeError Traceback (most recent call last)
<ipython-input-29-45f007afa1be> in <module>
----> 1 catalog = intake.open_stac_item_collection(items)
~/opt/anaconda3/envs/openspacedata_app/lib/python3.7/site-packages/intake/__init__.py in __getattr__(attr)
61 return gl[attr]
62 except KeyError:
---> 63 raise AttributeError(attr)
64
65
AttributeError: open_stac_item_collection
After the solution of Kadir and replace intake_stac.catalog.StacItemCollection
with intake.open_stac_item_collection
, I’ve got the following error:
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-61-0321aa237297> in <module>
----> 1 catalog = intake_stac.catalog.StacItemCollection(items)
~/opt/anaconda3/envs/openspacedata_app/lib/python3.7/site-packages/intake_stac/catalog.py in __init__(self, stac_obj, **kwargs)
61 self._stac_obj = self._stac_cls.from_file(stac_obj)
62 else:
---> 63 raise ValueError('Expected %s instance, got: %s' % (self._stac_cls, type(stac_obj)))
64
65 metadata = self._get_metadata(**kwargs.pop('metadata', {}))
ValueError: Expected <class 'pystac.catalog.Catalog'> instance, got: <class 'satstac.itemcollection.ItemCollection'>
It must be removed from the package. The error says: "there is no such a method in the package".
Install intake-stac
.
pip install intake-stac
Then, you can use intake_stac.catalog.StacItemCollection
instead of intake.open_stac_item_collection
(Reference).
import intake_stac
# ...
catalog = intake_stac.catalog.StacItemCollection(items)
Result:
<class 'satstac.itemcollection.ItemCollection'>:
args:
stac_obj: !!python/object:satstac.itemcollection.ItemCollection
_collections:
- &id001 !!python/object:satstac.collection.Collection
_data:
description: Sentinel-2a and Sentinel-2b imagery, processed to Level 2A
(Surface Reflectance) and converted to Cloud-Optimized GeoTIFFs
extent:
spatial:
bbox:
- - -180
- -90
...
...
UPDATE:
The following line gives some results. Please try that:
catalog = intake_stac.catalog.Catalog(items)
null:
args:
entries: !!python/object:satstac.itemcollection.ItemCollection
_collections:
- &id001 !!python/object:satstac.collection.Collection
_data:
description: Sentinel-2a and Sentinel-2b imagery, processed to Level 2A
(Surface Reflectance) and converted to Cloud-Optimized GeoTIFFs
extent:
spatial:
bbox:
- - -180
- -90
...
...
Answered by Kadir Şahbaz on April 12, 2021
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