November 2022 Release Notes

Nested Data (data sources advanced option)

Users can define if they want to ingest nested objects as one-to-many tables (default) or to flatten them to top-most parent table. The user can change the default behavior for all nested objects and/or individual field paths for more specific configuration.
The configuration is using dot notation and arrays can be identified with [*].

Shopify (v 2.0.19)

Panoply has changed the way you authenticate your Shopify account. Users will need to first create a custom app in their Shopify store and use the given Admin API access token in order to collect data using Panoply. Learn more in the Shopify Setup Guide.

Google Analytics 4 (v 1.0.2)

Panoply has released the Google Analytics 4 (GA4) data source. This new data source allows users to extract reports from any of of their GA4 properties. In each data source the user can select one or many properties and the desired list of dimensions and metrics.

File Encoding selection

The following data sources now support the ability to select the file encoding:

• Amazon S3
• Google Drive
• SFTP
• Google Cloud Storage
• File upload

The following encodings are available:

• UTF-8
• ISO-8859-1
• Windows-1251
• Windows-1252
• Windows-1254
• Other

When Other is selected then during the extraction the data source will detect automatically the file’s encoding. This is useful when the user does not know the file encoding or if he is selecting multiple files in multiple different encodings.