Search…
BigQuery

Description

BigQuery data sources allow for the retrieval of historical feature values from BigQuery for building training datasets as well as materializing features into an online store.
  • Either a table reference or a SQL query can be provided.
  • No performance guarantees can be provided over SQL query-based sources. Please use table references where possible.

Examples

Using a table reference
1
from feast import BigQuerySource
2
3
my_bigquery_source = BigQuerySource(
4
table_ref="gcp_project:bq_dataset.bq_table",
5
)
Copied!
Using a query
1
from feast import BigQuerySource
2
3
BigQuerySource(
4
query="SELECT timestamp as ts, created, f1, f2 "
5
"FROM `my_project.my_dataset.my_features`",
6
)
Copied!
Configuration options are available here.
Last modified 2mo ago
Export as PDF
Copy link
Edit on GitHub