"system:id" disappears following maskClouds() that subsequently leads to the error of scaleAndOffset()

Describe the bug I am using eemont to preprocess a series of Sentinel-2 L2A images. Unfortunately, it cannot preprocess certain images as follows.

To Reproduce

import ee, eemont
ee.Initialize()
image = ee.Image("COPERNICUS/S2_SR/20220429T070619_20220429T071819_T39SYC")
image = image.preprocess()

prompts the following errors:

---------------------------------------------------------------------------
HttpError                                 Traceback (most recent call last)
File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/ee/data.py:328, in _execute_cloud_call(call, num_retries)
    327 try:
--> 328   return call.execute(num_retries=num_retries)
    329 except googleapiclient.errors.HttpError as e:

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/googleapiclient/_helpers.py:134, in positional.<locals>.positional_decorator.<locals>.positional_wrapper(*args, **kwargs)
    133         logger.warning(message)
--> 134 return wrapped(*args, **kwargs)

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/googleapiclient/http.py:915, in HttpRequest.execute(self, http, num_retries)
    914 if resp.status >= 300:
--> 915     raise HttpError(resp, content, uri=self.uri)
    916 return self.postproc(resp, content)

HttpError: <HttpError 400 when requesting https://earthengine.googleapis.com/v1alpha/projects/fluent-imprint-343810/value:compute?prettyPrint=false&alt=json returned "Image.select: Parameter 'input' is required.". Details: "Image.select: Parameter 'input' is required.">

During handling of the above exception, another exception occurred:

EEException                               Traceback (most recent call last)
Input In [15], in <cell line: 2>()
      1 image = ee.Image("COPERNICUS/S2_SR/20220429T070619_20220429T071819_T39SYC")
----> 2 image = image.preprocess()

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/eemont/image.py:1235, in preprocess(self, **kwargs)
   1200 @extend(ee.image.Image)
   1201 def preprocess(self, **kwargs):
   1202     """Pre-processes the image: masks clouds and shadows, and scales and offsets the image.
   1203 
   1204     Tip
   (...)
   1233     >>> S2 = ee.ImageCollection('COPERNICUS/S2_SR').first().preprocess()
   1234     """
-> 1235     return ee_extra.QA.pipelines.preprocess(self, **kwargs)

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/ee_extra/QA/pipelines.py:38, in preprocess(x, **kwargs)
     35         kwargs[key] = value
     37 x = maskClouds(x, **kwargs)
---> 38 x = scaleAndOffset(x)
     40 return x

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/ee_extra/STAC/core.py:116, in scaleAndOffset(x)
     98 def scaleAndOffset(
     99     x: Union[ee.Image, ee.ImageCollection]
    100 ) -> Union[ee.Image, ee.ImageCollection]:
    101     """Scales and offsets bands on an Image or Image Collection.
    102 
    103     Args:
   (...)
    114         >>> scaleAndOffset(S2)
    115     """
--> 116     scaleParams = getScaleParams(x)
    117     offsetParams = getOffsetParams(x)
    119     if scaleParams is None or offsetParams is None:

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/ee_extra/STAC/core.py:60, in getScaleParams(x)
     44 def getScaleParams(x: Union[ee.Image, ee.ImageCollection]) -> dict:
     45     """Gets the scale parameters for each band of the image or image collection.
     46 
     47     Args:
   (...)
     58         >>> getScaleParams(S2)
     59     """
---> 60     platformDict = _get_platform_STAC(x)
     61     eeDict = _load_JSON("ee-catalog-scale.json")
     62     platforms = list(eeDict.keys())

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/ee_extra/STAC/utils.py:25, in _get_platform_STAC(args)
     22 eeDict = _load_JSON()
     23 platforms = list(eeDict.keys())
---> 25 ID = args.get("system:id").getInfo()
     27 plt = None
     29 for platform in platforms:

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/ee/computedobject.py:98, in ComputedObject.getInfo(self)
     92 def getInfo(self):
     93   """Fetch and return information about this object.
     94 
     95   Returns:
     96     The object can evaluate to anything.
     97   """
---> 98   return data.computeValue(self)

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/ee/data.py:738, in computeValue(obj)
    735 if workload_tag:
    736   body['workloadTag'] = workload_tag
--> 738 return _execute_cloud_call(
    739     _get_cloud_api_resource().projects().value().compute(
    740         body=body,
    741         project=_get_projects_path(),
    742         prettyPrint=False))['result']

File /exports/csce/datastore/geos/users/s1855106/miniconda/base/envs/gee/lib/python3.8/site-packages/ee/data.py:330, in _execute_cloud_call(call, num_retries)
    328   return call.execute(num_retries=num_retries)
    329 except googleapiclient.errors.HttpError as e:
--> 330   raise _translate_cloud_exception(e)

EEException: Image.select: Parameter 'input' is required.

Setup (please complete the following information):

OS: Ubuntu 20.04.4 LTS
python version: 3.8.13
eemont version: 0.3.5
earthengine-api version: 0.1.318

Additional context I did some check and found that "system:id" disappears following maskClouds() that subsequently leads to the error of scaleAndOffset(). But I have no idea on how to fix the problem. I'd be grateful if you could help!

davemlz / eemont

"system:id" disappears following maskClouds() that subsequently leads to the error of scaleAndOffset() #77