Bendo.SimpleDataFrameBuilder 0.1.4

SimpleParquetWriter

A lightweight, efficient .NET library for writing Parquet files with a simple builder pattern.

Features

• Stream-like API for building dataframes row by row
• Background thread writing for improved performance
• Reasonable defaults for most use cases:
  • zstandard compression
  • disabled dictionary encoding for floating point numbers
  • 64K rowgroups
• Strong typing for various data types
• Minimal memory footprint and allocations
• No dictionary lookups for column names (uses ordered columns)
• Uses ParquetSharp under the hood

Installation

dotnet add package Bendo.SimpleDataFrameBuilder

Quick Start

// Create a writer for a new parquet file
using var writer = new SimpleParquetWriter("data.parquet");

// Add records one by one
writer.WriteField("name", "Alice");
writer.WriteField("age", 28);
writer.WriteField("active", true);
writer.WriteField("score", 94.5);
writer.WriteField("hired_date", DateTime.UtcNow);
writer.NextRecord();

writer.WriteField("name", "Bob");
writer.WriteField("age", 32);
writer.WriteField("active", false);
writer.WriteField("score", 88.0);
writer.WriteField("hired_date", DateTime.UtcNow.AddYears(-2));
writer.NextRecord();

// More records...

// The file is written on a background thread and closed when the writer 
// is disposed (dispose blocks the current thread).

Important Notes

• Column order must be the same for every row (this improves performance by avoiding dictionary lookups)
• The parquet file is written in a background thread and finalized when the writer is disposed
• The writer must be disposed to ensure all data is written correctly
• Try to avoid string construction in the WriteField method to reduce allocations (use string constants or reuse strings).
  • You can use the optional int idx argument to help with this, e.g.:

Example: use the optional idx argument to avoid string construction:

for (int i = 0; i < 3; i++)
{    
    writer.WriteField("address_line_{0}", addresses[i], i);
}

// ...

// is equivalent to:
writer.WriteField("address_line_0", addresses[0]);
writer.WriteField("address_line_1", addresses[1]);
writer.WriteField("address_line_2", addresses[2]);

Configuration

Logging

By default, the library logs a few events to the console, but you can configure your own logging:

// Set custom logger
SimpleParquetWriter.Logger = (message) => _myLoggingFramework.Log(message);

Column Order Validation

For development or debugging, you can enable column order validation:

// Enable column order validation (default is false for performance)
SimpleParquetWriter.VerifyColumnOrder = true;

Project status

Stable and used in production by the author.

License

MIT