Insight: Field-level Cleanup Suggestions

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Note

We currently do not have data on fields from 'read_only' queries and BI lineage.

We currently suggest to delete fields that :

  • Are not in fields lineage which means they are absent from insert/copy/create queries.
  • The table is not in cleanup_suggestions
  • The table has no read_only queries
  • The table has no BI queries

Field Defintions

FULL_TABLE_ID : A concatenation of project, dataset and table name

PROJECT_NAME : As defined externally

DATASET_NAME : As defined externally(e.g. a schema in snowflake)

TABLE_NAME: As defined externally

TABLE_TYPE : Field values: table, view, external, wildcard_table

FIELD_TO_CLEANUP : A list of fields that can be removed

FIELD_TO_KEEP : A list of fields that should be kept

PERCENT_REMOVABLE : The % of fields in the table that can be deleted, the insight is sorted by this.

TABLE_IMPORTANCE_SCORE : The table importance score, the insight is sorted by this


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