use faucet_stream::Pipeline;
use faucet_stream::sink::bigquery::{BigQueryCredentials, BigQuerySink, BigQuerySinkConfig};
use faucet_stream::source::s3::{S3FileFormat, S3Source, S3SourceConfig};
#[tokio::main]
async fn main() -> Result<(), Box<dyn std::error::Error>> {
let source = S3Source::new(
S3SourceConfig::new("my-data-lake")
.prefix("raw/events/")
.region("us-east-1")
.file_format(S3FileFormat::JsonLines)
.max_objects(usize::MAX)
.concurrency(16),
)
.await?;
let sink = BigQuerySink::new(
BigQuerySinkConfig::new(
"my-gcp-project",
"raw",
"events",
BigQueryCredentials::ServiceAccountKey {
json: std::env::var("GCP_KEY_JSON")?,
},
)
.with_batch_size(2000),
)
.await?;
let result = Pipeline::new(&source, &sink).run().await?;
println!(
"loaded {} records from S3 into BigQuery",
result.records_written
);
Ok(())
}