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Give developers the ability to self-serve anonymized and synthetic data for local development

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fill_local_db.py

1...
2  schedule = "0 23 * * *"
3  haltOnNewColAdd = True
4  jobRes, err = jobclient.CreateJob(ctx, connect.NewRequest({
5      'AccountId': accountId,
6      'JobName': 'prod-to-stage',
7      'ConnectionSourceId': prodDbResp['Msg']['Connection']['Id'],
8      'DestinationSourceIds': [
9          stageDbResp['Msg']['Connection']['Id'],
10          s3Resp['Msg']['Connection']['Id'],
11      ],
12      'CronSchedule': schedule,
13      'HaltOnNewColumnAddition': haltOnNewColAdd,
14      'Mappings': [
15          {
16              'Schema': 'public',
17              'Table': 'users',
18              'Column': 'account_number',
19              'Transformer': JobMappingTransformer.custom_account_number,
20          },
21          {
22              'Schema': 'public',
23              'Table': 'users',
24              'Column': 'address',
25              'Transformer': JobMappingTransformer.address_anonymize,
26          },
27      ],
28  }))
29  if err:
30      raise Exception(err)
31...

1...
2  schedule = "0 23 * * *"
3  haltOnNewColAdd = True
4  jobRes, err = jobclient.CreateJob(ctx, connect.NewRequest({
5      'AccountId': accountId,
6      'JobName': 'prod-to-stage',
7      'ConnectionSourceId': prodDbResp['Msg']['Connection']['Id'],
8      'DestinationSourceIds': [
9          stageDbResp['Msg']['Connection']['Id'],
10          s3Resp['Msg']['Connection']['Id'],
11      ],
12      'CronSchedule': schedule,
13      'HaltOnNewColumnAddition': haltOnNewColAdd,
14      'Mappings': [
15          {
16              'Schema': 'public',
17              'Table': 'users',
18              'Column': 'account_number',
19              'Transformer': JobMappingTransformer.custom_account_number,
20          },
21          {
22              'Schema': 'public',
23              'Table': 'users',
24              'Column': 'address',
25              'Transformer': JobMappingTransformer.address_anonymize,
26          },
27      ],
28  }))
29  if err:
30      raise Exception(err)
31...

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Hydrate a local database with privacy-safe data

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