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DataGenerator

Struct DataGenerator 

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pub struct DataGenerator { /* private fields */ }
Expand description

Streaming data generator (like ObjectGenAlt from s3dlio)

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impl DataGenerator

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pub fn new(config: GeneratorConfig) -> Self

Create new streaming generator

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pub fn fill_chunk(&mut self, buf: &mut [u8]) -> usize

Fill the next chunk of data

Returns the number of bytes written. When this returns 0, generation is complete.

Performance: When buffer contains multiple blocks (>=8 MB), generation is parallelized using rayon. Small buffers (<8 MB) use sequential generation to avoid threading overhead.

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pub fn reset(&mut self)

Reset generator to start

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pub fn position(&self) -> usize

Get current position

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pub fn total_size(&self) -> usize

Get total size

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pub fn is_complete(&self) -> bool

Check if generation is complete

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pub fn set_seed(&mut self, seed: Option<u64>)

Set or reset the random seed for subsequent data generation

This allows changing the data pattern mid-stream while maintaining generation position. The new seed takes effect on the next fill_chunk() call.

§Arguments
  • seed - New seed value, or None to use time+urandom entropy (non-deterministic)
§Examples
use dgen_data::{DataGenerator, GeneratorConfig, NumaMode};

let config = GeneratorConfig {
    size: 100 * 1024 * 1024,
    dedup_factor: 1,
    compress_factor: 1,
    numa_mode: NumaMode::Auto,
    max_threads: None,
    numa_node: None,
    block_size: None,
    seed: Some(12345),
};

let mut gen = DataGenerator::new(config);
let mut buffer = vec![0u8; 1024 * 1024];

// Generate some data with initial seed
gen.fill_chunk(&mut buffer);

// Change seed for different pattern
gen.set_seed(Some(67890));
gen.fill_chunk(&mut buffer);  // Uses new seed

// Switch to non-deterministic mode
gen.set_seed(None);
gen.fill_chunk(&mut buffer);  // Uses time+urandom
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pub fn recommended_chunk_size() -> usize

Get recommended chunk size for optimal performance

Returns 32 MB, which provides the best balance between:

  • Parallelism: 8 blocks × 4 MB = good distribution across cores
  • Cache locality: Fits well in L3 cache
  • Memory overhead: Reasonable buffer size

Based on empirical testing showing 32 MB is ~16% faster than 64 MB and significantly better than smaller or larger sizes.

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