import uuid # For UUID creation from initDb import initDb # For database initialization from wisski.api import Api, Pathbuilder, Entity # For WissKI API import os # For environment variable loading from dotenv import load_dotenv # For environment variable loading import pandas as pd # For dataframe handling def importInspectionMarkRelation(api, engine): print('Importing inspection mark relations...') tableName = 'c__67b7_beziehung' bundleId = 'bd9b0ff8dc3a6d9284e1798531389bf1' try: processedRows = pd.read_csv(f'./logs/{tableName}.csv') except FileNotFoundError: processedRows = pd.DataFrame(columns=['id', 'uuid', 'uri']) # Load sources table inspectionMarkRelationsTable = pd.read_sql_table(tableName, con=engine) # Create inspectionMarkRelations for index, row in inspectionMarkRelationsTable.iterrows(): # For every row in table... if index < len(processedRows) and inspectionMarkRelationsTable.loc[index, 'id'] == processedRows.loc[index, 'id']: # skip if already processed print(f'Skipping already processed inspectionMarkRelation {inspectionMarkRelationsTable.loc[index, "id"]}') continue # Create Entity property dicts inspectionMarkRelationValues = {} for key, value in row.items(): # For every column in row... if (value is None) or (value == ''): # skip if cell has no value continue # Properties of an entity have to be an array, so... value = str(value).replace('&###{{new_line}}###'.format(), '&') value = str(value).replace('###{{new_line}}###', '&') value = str(value).replace(' & ', '&') if '&' in str(value): # ...Explode "&"-separated values to array items value = [x.strip() for x in str(value).split('&')] else: # ...Or parse to array value = [value] # Map columns to fields. We use assignments for reification. match key: case 'id': continue case 'f__uuid': inspectionMarkRelationValues['ffd502413c286815811ae5546f73935b'] = value # UUID case 'f__67b8_bez_bz_nr': inspectionMarkRelationValues['ff3f6dd331ed27515f6721ac8312706c'] = value # Inspection Mark Identifier case 'f__67b7_beziehung': inspectionMarkRelationValues['f1cb8db7e1c26a5b5fe0c9d8fca60de2'] = value # Relation case _: print(f'{key} is not a valid field, skipping.') # Create Material inspectionMarkRelation = Entity(api=api, fields=inspectionMarkRelationValues, bundle_id='bd9b0ff8dc3a6d9284e1798531389bf1') api.save(inspectionMarkRelation) print(f'Created inspection mark relation {index}: {inspectionMarkRelation.uri}') # Write log processedRows = processedRows._append({'id': row['id'], 'uuid': inspectionMarkRelationValues['ffd502413c286815811ae5546f73935b'][0], 'uri': inspectionMarkRelation.uri}, ignore_index=True) processedRows.to_csv(f'./logs/{tableName}.csv', index=False) print('finish')