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Stream and parallel-process .bz2 files via pbzip2.

Project description

pbz2

Stream and parallel-process .bz2 files via pbzip2 (parallel bzip2). Falls back to the stdlib bz2 module when the pbzip2 binary is unavailable.

Install

uv add pbz2

Install pbzip2 for parallel decompression:

sudo apt install pbzip2     # Debian/Ubuntu
brew install pbzip2         # macOS

Usage

Iterate

import pbz2

# Parsed JSON objects from a .json.bz2 file
for obj in pbz2.iter_jsonl("data.json.bz2"):
    ...

# Raw UTF-8 lines
for line in pbz2.iter_lines("data.txt.bz2"):
    ...

# Newline-aligned text chunks (useful for batched processing)
for chunk in pbz2.iter_chunks("data.txt.bz2"):
    ...

Parallel processing

process_parallel streams chunks of newline-terminated records through a worker pool. The worker function receives raw text chunks (so parsing happens in the worker, not the main process), and on_result runs in the main process to handle each result as it completes.

import json
import pbz2

def parse_chunk(chunk: str) -> list[dict]:
    return [json.loads(line) for line in chunk.splitlines() if line]

def save(records: list[dict]) -> None:
    ...  # write to db, file, etc.

pbz2.process_parallel(
    "data.json.bz2",
    worker_fn=parse_chunk,
    on_result=save,
    num_processes=8,
)

CLI

pbz2 count data.json.bz2
pbz2 head data.json.bz2 -n 5

API

Function Description
iter_chunks(path, **opts) Yield UTF-8 text chunks ending on a newline boundary.
iter_lines(path, **opts) Yield non-empty UTF-8 lines (no trailing newline).
iter_jsonl(path, *, loads=None, **opts) Yield parsed JSON objects (uses orjson if installed).
process_parallel(path, worker_fn, *, on_result=None, worker_args=(), num_processes=None, max_pending=None, ...) Run worker_fn(chunk, *worker_args) in a process pool, dispatching results to on_result.
open_decompress(path, **opts) Low-level: open a binary stream of decompressed bytes.

Common options

  • num_processors — pbzip2 worker count (default: cpu_count - 1)
  • bufsize_mb — OS pipe buffer between pbzip2 and Python (default: 32 MB)
  • stream_buffer_mb — Python-side read chunk size (default: 4 MB)

Project details


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