Hi, has anyone experience using prepare_tabulardata() and the save method for fullyconnectednetwork models? I persistently get errors like the one below, trying to save trained models. Same thing happens when trying to include distance features in the analysis, I get this 'KeyError: "Passing list-likes to .loc or [] with any missing labels is no longer supported.' Error. Am doing smthg wrong, or is there an issue with this particular methods?
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KeyError Traceback (most recent call last)
In [61]:
Line 1: FCN.save(r'😧\Projects\MyProject30\\MyProject30.gdb\Airbnb_July_21\air', publish=False, gis=None, save_optimizer=False)
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\arcgis\learn\models\_layer_learner.py, in save:
Line 195: super().save(path, framework, publish, gis, save_optimizer=save_optimizer, **kwargs)
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\arcgis\learn\models\_arcgis_model.py, in save:
Line 1459: save_optimizer=save_optimizer, save_inference_file=save_inference_file, **kwargs)
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\arcgis\learn\models\_arcgis_model.py, in _save:
Line 1149: _emd_template = self._create_emd_template(saved_path.with_suffix('.pth'), compute_metrics, save_inference_file)
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\arcgis\learn\models\_arcgis_model.py, in _create_emd_template:
Line 908: self._model_metrics_cache = self._model_metrics
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\arcgis\learn\models\_layer_learner.py, in _model_metrics:
Line 203: score = self.score()
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\arcgis\learn\models\_layer_learner.py, in score:
Line 588: validation_dataframe = self._data._dataframe.loc[self._data._validation_indexes].reset_index(drop=True)
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\pandas\core\indexing.py, in __getitem__:
Line 895: return self._getitem_axis(maybe_callable, axis=axis)
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\pandas\core\indexing.py, in _getitem_axis:
Line 1113: return self._getitem_iterable(key, axis=axis)
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\pandas\core\indexing.py, in _getitem_iterable:
Line 1053: keyarr, indexer = self._get_listlike_indexer(key, axis, raise_missing=False)
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\pandas\core\indexing.py, in _get_listlike_indexer:
Line 1266: self._validate_read_indexer(keyarr, indexer, axis, raise_missing=raise_missing)
File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\lib\site-packages\pandas\core\indexing.py, in _validate_read_indexer:
Line 1322: "Passing list-likes to .loc or [] with any missing labels "
KeyError: "Passing list-likes to .loc or [] with any missing labels is no longer supported. The following labels were missing: Int64Index([6912, 5514, 8785, 2045, 1139,\n ...\n 3846, 4708, 1646, 7269, 753],\n dtype='int64', length=169). See https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#deprecate-loc-reindex-listlike"
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