arrowarc

ArrowArc

ArrowArc is an experimental data transport mechanism that uses Apache Arrow for high-performance data manipulation. It is designed to be a zero-code, zero-config, and zero-maintenance data transport mechanism.

Benchmarks

I'll add more benchmarks as I stabilize the library.

Transport Parquet to Parquet

Transport 4 million records from Postgres to Parquet in under 3 seconds.

{
  "StartTime": "2024-08-31T13:10:54-05:00",
  "EndTime": "2024-08-31T13:10:57-05:00",
  "RecordsProcessed": 4000000,
  "Throughput": "1337039.12 records/second",
  "ThroughputBytes": "172.16 MB/second",
  "TotalBytes": "515.05 MB",
  "TotalDuration": "2.992s"
}

Getting Started

You have several options to use ArrowArc:

1. Use the command line utilities to transport data.
2. Use the library in your Go program.
3. Use a YAML configuration file to define your data pipelines.

Command Line Utilities

Use the arrowarc command to get started. It will display a help menu with available commands, including demos and benchmarks.

Go Library

Example of setting up a pipeline to transport data from BigQuery to DuckDB:

// Setup the BigQuery client and reader
bq, err := integrations.NewBigQueryReadClient(ctx)
reader, err := bq.NewBigQueryReader(ctx, projectID, datasetID, tableID)

// Setup the DuckDB client and writer
duck, err := integrations.OpenDuckDBConnection(ctx, dbFilePath)
writer, err := integrations.NewDuckDBRecordWriter(ctx, duck, tableID)

// Create and start the data pipeline
p, err := pipeline.NewDataPipeline(reader, writer)

// Start the pipeline
err = p.Start(ctx)
if err != nil {
    log.Fatalf("Failed to start pipeline: %v", err)
}

// Wait for the pipeline to finish
if pipelineErr := <-p.Done(); pipelineErr != nil {
    return "", fmt.Errorf("pipeline encountered an error: %w", pipelineErr)
}

// Print the Transport Report
fmt.Println(p.Report())

You can expect a report similar to this:

{
  "start_time": "2024-08-31T10:22:23-05:00",
  "end_time": "2024-08-31T10:22:26-05:00",
  "records_processed": 4000000,
  "total_size": "0.63 GB",
  "total_duration": "3.34s",
  "throughput": "1197492.21 records/s",
  "throughput_size": "194.11 MB/s"
}

Features

CLI Utilities

Integrations

Database Integrations

Cloud Storage Integrations

Filesystem Formats

Contributing

We welcome all contributions. Please see the Code of Conduct.

License

Please see the LICENSE for more details.