69 lines
3.1 KiB
Python
69 lines
3.1 KiB
Python
import uuid # For UUID creation
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from initDb import initDb # For database initialization
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from wisski.api import Api, Pathbuilder, Entity # For WissKI API
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import os # For environment variable loading
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from dotenv import load_dotenv # For environment variable loading
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import pandas as pd # For dataframe handling
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def importMarkDatingInfo(api, engine):
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print('Importing mark dating info...')
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tableName = 'c__68dm_datierung_marke'
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bundleId = 'b9cfb95e627e1710cf8d736d4ca5db64'
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try:
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processedRows = pd.read_csv(f'./logs/{tableName}.csv')
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except FileNotFoundError:
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processedRows = pd.DataFrame(columns=['id', 'uuid', 'uri'])
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# Load sources table
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datingInfosTable = pd.read_sql_table(tableName, con=engine)
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# Create datingInfos
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for index, row in datingInfosTable.iterrows():
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# For every row in table...
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if index < len(processedRows) and datingInfosTable.loc[index, 'id'] == processedRows.loc[index, 'id']:
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# skip if already processed
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print(f'Skipping already processed datingInfo {datingInfosTable.loc[index, "id"]}')
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continue
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# Create Entity property dicts
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datingInfoValues = {}
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for key, value in row.items():
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# For every column in row...
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if (value is None) or (value == ''):
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# skip if cell has no value
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continue
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# Properties of an entity have to be an array, so...
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value = str(value).replace('&###{{new_line}}###'.format(), '&')
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value = str(value).replace('###{{new_line}}###', '&')
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value = str(value).replace(' & ', '&')
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if '&' in str(value):
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# ...Explode "&"-separated values to array items
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value = [x.strip() for x in str(value).split('&')]
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else:
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# ...Or parse to array
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value = [value]
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# Map columns to fields. We use assignments for reification.
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match key:
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case 'id':
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continue
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case 'f__uuid':
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datingInfoValues['f74baaf58e49393cc89d6616ee197901'] = value # UUID
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case 'f__68dm_datierung_marke':
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datingInfoValues['f0da3b36d16e16602bb550aff7d36297'] = value # Date
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case 'f__68bm_bem_dat_marke':
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datingInfoValues['fe7870b5a86040d81140bccb01697765'] = value # Note
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case _:
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print(f'{key} is not a valid field, skipping.')
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# Create Material
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datingInfo = Entity(api=api, fields=datingInfoValues, bundle_id='b9cfb95e627e1710cf8d736d4ca5db64') #Dating Information Assignment
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api.save(datingInfo)
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print(f'Created mark dating info {index}: {datingInfo.uri} of {len(datingInfosTable)}')
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# Write log
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processedRows = processedRows._append({'id': row['id'], 'uuid': datingInfoValues['f74baaf58e49393cc89d6616ee197901'][0], 'uri': datingInfo.uri}, ignore_index=True)
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processedRows.to_csv(f'./logs/{tableName}.csv', index=False)
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print('finished importing mark dating info')
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