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interloper-google-cloud

Google Cloud integration for the Interloper framework. Provides BigQuery, Cloud Storage and Google Sheets destinations and the Google Cloud connection resource.

Google Sheets

GoogleSheetsDestination writes assets into one spreadsheet, one tab per asset. It authenticates with the GoogleCloudConnection's service-account key, or with ambient credentials when the key is empty.

Setup

  1. Create the spreadsheet and copy its id from the URL (https://docs.google.com/spreadsheets/d/<id>/edit).
  2. Share it with the service account's email address (client_email in the key) as an editor. The service account sees no spreadsheet it was not shared on.

Usage

from interloper_google_cloud import GoogleCloudConnection, GoogleSheetsDestination

destination = GoogleSheetsDestination(
    connection=GoogleCloudConnection(service_account_key="..."),
    spreadsheet_id="1AbC...",
)

Layout

  • Each asset is a tab titled after its table, or {dataset}.{table} when the asset has a dataset (at most 100 characters, Sheets' limit).
  • The first row is the header, written when the tab is created from the asset's schema. Later writes are aligned to it: columns missing from the data are left empty, columns missing from the header are dropped with a warning. The header is never altered.
  • Rows carry the partition column. Replacing a partition deletes its rows, then appends the new ones; Sheets has no transactions, so the pair is not atomic.

Types

Values are written raw: numbers and booleans as is, None as an empty cell, decimals as strings, dates and datetimes as ISO 8601 strings, dicts and lists as JSON. Time partitions are matched by comparing those ISO strings, which orders chronologically, so a time-partitioned asset's partition column must be a date or a datetime (or an ISO string). On read, empty cells come back as None and rows are reconciled against the asset's schema, restoring the declared types.

Limits

Sheets caps a spreadsheet at 10 million cells, and replacing a partition reads the whole tab and rewrites it. The destination suits small reporting tables that people open in Sheets, not a warehouse.

Metadata

Release files for interloper-google-cloud 0.95.0

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Source distribution for interloper-google-cloud 0.95.0
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