@@ -177,7 +177,7 @@ def properties_to_dict(
177177 # Check the cell below "Mandatory"
178178 elif term == "Mandatory" :
179179 for cell in sheet [term_letter ][header_index :last_non_empty_row ]:
180- mandatory = cell .value
180+ mandatory = str ( cell .value )
181181 if mandatory is not None :
182182 mandatory = mandatory .strip ().lower ()
183183 if mandatory not in {"true" , "false" }:
@@ -192,7 +192,7 @@ def properties_to_dict(
192192 # Check the cell below "Show in edit views"
193193 elif term == "Show in edit views" :
194194 for cell in sheet [term_letter ][header_index :last_non_empty_row ]:
195- show = cell .value
195+ show = str ( cell .value )
196196 if show is not None :
197197 show = show .strip ().lower ()
198198 if show not in {"true" , "false" }:
@@ -307,12 +307,11 @@ def terms_to_dict(
307307
308308 for term in expected_terms :
309309 if term not in row_headers :
310- print (f"Warning: ' { term } ' not found in the properties headers." )
310+ logger . warning (f"{ term } not found in the properties headers." )
311311 else :
312312 # Find the index of the term in the row
313313 term_index = row_headers .index (term ) + 1
314314 term_letter = index_to_excel_column (term_index )
315- # print(term_index)
316315
317316 # Check the column below "Code"
318317 if term == "Code" :
@@ -366,7 +365,7 @@ def terms_to_dict(
366365 # Check the cell below "Officials"
367366 elif term == "Official" :
368367 for cell in sheet [term_letter ][header_index :last_non_empty_row ]:
369- official = cell .value
368+ official = str ( cell .value )
370369 official = official .strip ().lower ()
371370 if official is not None :
372371 if official not in {"true" , "false" }:
@@ -408,7 +407,7 @@ def block_to_entity_dict(
408407 Returns:
409408 A dictionary containing the entity attributes.
410409 """
411- attributes_dict = {}
410+ attributes_dict : dict [ str , Any ] = {}
412411
413412 # Get the entity type from the specified cell
414413 entity_type_position = f"A{ start_index_row } "
@@ -429,7 +428,7 @@ def block_to_entity_dict(
429428
430429 # Check if the entity type is valid
431430 if entity_type not in entity_types :
432- print (
431+ logger . error (
433432 "The entity type (cell A1) should be one of the following: SAMPLE_TYPE/OBJECT_TYPE, EXPERIMENT_TYPE/COLLECTION_TYPE, DATASET_TYPE, PROPERTY_TYPE, VOCABULARY_TYPE"
434433 )
435434 else :
@@ -504,9 +503,11 @@ def block_to_entity_dict(
504503
505504 # Check the cell below "Auto generate codes"
506505 elif term == "Auto generate codes" :
507- auto_generate_value = sheet .cell (
508- row = start_index_row + 2 , column = term_index + 1
509- ).value
506+ auto_generate_value = str (
507+ sheet .cell (
508+ row = start_index_row + 2 , column = term_index + 1
509+ ).value
510+ )
510511 auto_generate_value = auto_generate_value .strip ().lower ()
511512 if auto_generate_value not in {"true" , "false" }:
512513 logger .error (
@@ -600,7 +601,7 @@ def block_to_entity_dict(
600601 ]
601602 for term in expected_terms :
602603 if term not in header_terms :
603- print (f"Error: ' { term } ' not found in the second row." )
604+ logger . error (f"{ term } not found in the second row." )
604605 else :
605606 # Find the index of the term in the second row
606607 term_index = header_terms .index (term )
@@ -718,7 +719,7 @@ def block_to_entity_dict(
718719 expected_terms = ["Code" , "Description" , "Url template" ]
719720 for term in expected_terms :
720721 if term not in header_terms :
721- print (f"Error: ' { term } ' not found in the second row." )
722+ logger . error (f"{ term } not found in the second row." )
722723 else :
723724 # Find the index of the term in the second row
724725 term_index = header_terms .index (term )
@@ -812,11 +813,11 @@ def excel_to_entities(
812813 # Check if we've reached the end of the sheet or found two consecutive empty rows
813814 if last_non_empty_row is None :
814815 if i == len (sheet_names ) - 1 : # Check if it's the last sheet
815- print (
816+ logger . info (
816817 f"Last sheet { sheet_name } processed. End of the file reached."
817818 )
818819 else :
819- print (
820+ logger . info (
820821 f"End of the current sheet { sheet_name } reached. Switching to next sheet..."
821822 )
822823 break
@@ -840,11 +841,11 @@ def excel_to_entities(
840841 for col in range (1 , sheet .max_column + 1 )
841842 ):
842843 if i == len (sheet_names ) - 1 : # Check if it's the last sheet
843- print (
844+ logger . info (
844845 f"Last sheet { sheet_name } processed. End of the file reached."
845846 )
846847 else :
847- print (
848+ logger . info (
848849 f"End of the current sheet { sheet_name } reached. Switching to next sheet..."
849850 )
850851 break
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