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$ show sharkdp/hyperfine

[account ↗] [repo ↗] APPLICATION ★ 29046 522 ● active (last update 1 week ago)
reviewed by: nvidia/nemotron-3-super-120b-a12b

hyperfine is a command-line benchmarking tool designed to measure the performance of arbitrary commands with statistical rigor. It executes commands multiple times, collects metrics such as wall-clock time, CPU time, memory usage, and hardware counters, and provides comparative analysis with confidence intervals and outlier detection. The tool supports warmup runs, parameterized benchmarks (e.g., varying thread counts), and various export formats (CSV, JSON, Markdown) for further analysis. The architecture is modular, separating concerns such as command-line parsing, command representation, benchmark execution, metric collection, and result exporting. It uses a pluggable executor strategy to handle direct command execution, shell-mediated execution (with overhead calibration), and mock execution for testing. Cross-platform support is achieved through conditional compilation and abstractions for platform-specific timing and hardware counter collection. Notable reusable components include utilities for environment randomization to mitigate memory layout effects, a numeric type union for handling integer and decimal parameters, shell syntax detection for safe command parsing, quantity type aliases with serialization support, and cross-platform exit code extraction. The codebase demonstrates strong engineering practices in handling real-world benchmarking complexities like shell overhead, caching effects, and statistical noise.

RATING9.5/10
QUALITY8.5/10
MAINTENANCEactive
DRIFTlow
CONTRIBUTORS134
VELOCITY0.93
OPEN ISSUES54
CLOSED ISSUES247
LAST COMMIT1 week ago
matplotlib (pip)
numpy (pip)
pyqt6 (pip)
scipy (pip)
colored (cargo) 3.1
indicatif (cargo) =0.17.4
csv (cargo) 1.4
serde (cargo) 1.0
serde_json (cargo) 1.0
rust_decimal (cargo) 1.43
rand (cargo) 0.10
shell-words (cargo) 1.1
terminal_size (cargo) 0.4
thiserror (cargo) 2.0
anyhow (cargo) 1.0
uom (cargo) 0.36.0
humantime (cargo) 2
platform-info (cargo) 2.2
version (cargo) 4
default-features (cargo) false
features (cargo) [
approx (cargo) 0.5
assert_cmd (cargo) 2.2
insta (cargo) 1.48
insta-cmd (cargo) 0.7
predicates (cargo) 3.1
tempfile (cargo) 3.27
Files by Type (count)
Rust
45
Python
8
Markdown
3
TOML
3
Other (.png)
3
Other (.snap)
3
YAML
2
Other (no ext)
2
Git Ignore
1
Other (.cff)
1
Lock File
1
Other (.svg)
1
Files by Type (size)
Rust
283KB
Other (.png)
102KB
Other (.svg)
47KB
Markdown
39KB
Lock File
30KB
Python
20KB
YAML
15KB
Other (.1)
12KB
Other (no ext)
12KB
Other (.snap)
12KB
TOML
3KB
Other (.cff)
477B

The LLM identified 5 files worth highlighting for reuse:

Returns a random-length string of 'X' characters to set as an environment variable, mitigating memory layout effects in benchmarks. Self-contained with only rand dependency, demonstrating a simple yet effective technique for reducing measurement noise due to ASLR or similar factors.

file: src/util/randomized_environment_offset.rs ↗ | tags: #environment-randomization

Defines a Number enum that can hold either an i32 or a rust_decimal::Decimal, with implementations for Display, From, and TryFrom. Zero internal dependencies, cleanly handling numeric parameters that may be integers or decimals (e.g., for parameter scanning) without pulling in heavy dependencies.

file: src/util/number.rs ↗ | tags: #numeric-union-type

Provides functions to detect leading variable assignments (e.g., 'OMP_NUM_THREADS=8 cmd') and the first unquoted shell operator in a command string, while respecting quoting and escaping. Zero internal dependencies, illustrating robust shell-like parsing for safe command execution decisions without actually invoking a shell.

file: src/shell_syntax.rs ↗ | tags: #shell-syntax-parsing

Re-exports uom::si quantity types (Time, Information, etc.) and provides const_time_from_seconds and serialization functions for serde. Zero internal dependencies, offering a convenient, reusable abstraction for working with physical quantities with compile-time safety and serialization support.

file: src/quantity/mod.rs ↗ | tags: #quantity-type-aliases

Cross-platform function to extract an exit code from std::process::ExitStatus, handling Unix signals (by adding 128 to the signal number) and Windows exit codes. Zero internal dependencies, a small but essential utility for reliable process outcome reporting across platforms.

file: src/util/exit_code.rs ↗ | tags: #exit-code-extraction
Last analyzed: 2026-10-10 14:53:56.313775
Next check: 2026-10-17 14:53:56.279921
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