# Install memray with Homebrew, apk, dnf, Nix, pacman Memory profiler for Python applications. Version 1.19.3 via Homebrew; verified 2026-06-22. ## Install ```sh sudo av install brew:memray ``` Additional install commands: ### macOS - Homebrew (100%): ```sh brew install memray ``` Evidence: local Homebrew formula metadata ### Linux - apk (92%): ```sh sudo apk add memray ``` Evidence: Alpine Linux edge package indexes: memray from https://dl-cdn.alpinelinux.org/alpine/edge/testing/x86_64/APKINDEX.tar.gz - dnf (92%): ```sh sudo dnf install memray ``` Evidence: Fedora Rawhide package metadata: memray from https://dl.fedoraproject.org/pub/fedora/linux/development/rawhide/Everything/x86_64/os/repodata/e5ca8ce900cd68f5419e1c39ae517343100b306336cbaeb70a3c153121d95094-primary.xml.zst - Nix (92%): ```sh nix profile install nixpkgs#memray ``` Evidence: nixpkgs package indexes: pkgs/by-name/me/memray/package.nix from https://api.github.com/repos/NixOS/nixpkgs/git/trees/master?recursive=1 - pacman (92%): ```sh sudo pacman -S memray ``` Evidence: Arch Linux sync databases: memray from https://geo.mirror.pkgbuild.com/extra/os/x86_64/extra.db.tar.gz ## Package facts - **Package key:** brew:memray - **Package manager:** Homebrew - **Package manager page:** - **Version:** 1.19.3 - **Source summary:** Memory profiler for Python applications - **Homepage:** - **Repository:** - **Upstream docs:** - **License:** Apache-2.0 - **Source archive:** - **Last updated:** 2026-06-22T14:05:27-07:00 - **Generated:** 2026-07-08T18:08:21+00:00 ## Executables - memray (cli) - memray3.14 (cli) - memray (alias) - memray3.14 (alias) ## Dependencies - lz4 - python@3.14 ## Install behavior - Post-install hook: not defined - Bottle: available on arm64_linux, arm64_sequoia, arm64_sonoma, arm64_tahoe, sonoma, x86_64_linux ## Freshness - Page generated: 2026-07-08 - Package-manager version: 1.19.3 - Package-manager updated: 2026-06-22 - Local data: ok - Upstream repository: https://bloomberg.github.io/memray/ - info: Release/tag comparison is only available for GitHub repositories. ## Project history and usage Memray is a Bloomberg Python memory profiler that tracks allocations in Python code, native extension modules, and the Python interpreter, then renders reports such as flame graphs, terminal summaries, tables, trees, live views, and stats. ### Project history Memray's README and documentation present it as a profiler for allocation tracing rather than sampling alone. It records function call stacks for allocations, can include native C/C++ frames, works with Python threads and native threads, and can be used both as a CLI and as a Python library. The package entered public Python packaging with a 1.0.0 release on PyPI in April 2022. Its release stream continued through the 1.x line, with GitHub release notes and PyPI metadata showing active maintenance into 2026. ### Adoption history Memray is distributed through Python packaging and system package managers. The upstream README links PyPI, PyPI download statistics, conda-forge, GitHub Actions for wheels, and documentation; the batch input lists apk, Homebrew, Fedora, Nix, and Arch packages. The README also points to `pytest-memray`, which brought Memray into test-suite workflows as well as ad hoc command-line profiling. ### How it is used The common CLI workflow is `python3 -m memray run -o output.bin my_script.py`, followed by a reporter such as `python3 -m memray flamegraph output.bin`. Users can also run `memray run my_script.py`, use `memray run -m my_module`, enable native tracking with `--native`, attach to processes in supported scenarios, or use the API for finer-grained profiling. Memray is limited to Linux and macOS. Because it includes a C extension and native tooling, source builds may require dependencies such as libdebuginfod, libunwind, and liblz4, while normal users are steered toward binary wheels from PyPI. ### Why package nerds care Memray is notable because Python memory profiling often crosses the Python/native boundary. Packaging it means shipping compiled extensions, platform-specific wheels, and native library integration while still exposing a friendly CLI. It is also a useful package-index signal because it bridges Python developers, C-extension debugging, flamegraph tooling, and pytest integration. ### Timeline - 2022-04-09: memray 1.0.0 uploaded to PyPI. - 2022: README documents Linux and macOS support, PyPI installation, native allocation tracking, and multiple reporters. - 2026-04-08: v1.19.3 GitHub release published. ### Related projects - Related projects include pytest-memray for test integration, PyPI and conda-forge as distribution channels, and native debugging/profiling dependencies such as libunwind, libdebuginfod, and liblz4. ### Sources - - - - - source_facts.package-manager-url ## Security Notes narrow executable package without higher-risk signals. - **Geiger risk:** green / low - narrow executable package without higher-risk signals ## Source Database Details - **Source Database:** Homebrew formula API - **Tap:** homebrew/core - **Full Name:** memray - **Version Scheme:** 0 - **Revision:** 0 - **Bottle Stable Root URL:** - **Deprecated:** no - **Disabled:** no - **Keg Only:** no - **URL Keys:** stable ## Other Package-Manager Records - Nix - memray: normalized package name match | nixpkgs package indexes: pkgs/by-name/me/memray/package.nix from https://api.github.com/repos/NixOS/nixpkgs/git/trees/master?recursive=1 - apk - memray - 1.19.1-r2: normalized package name match | Alpine Linux edge package indexes: memray from https://dl-cdn.alpinelinux.org/alpine/edge/testing/x86_64/APKINDEX.tar.gz | Memray is a memory profiler for Python | https://bloomberg.github.io/memray/ - apk - memray-pyc - 1.19.1-r2: normalized package name match | Alpine Linux edge package indexes: memray-pyc from https://dl-cdn.alpinelinux.org/alpine/edge/testing/x86_64/APKINDEX.tar.gz | Precompiled Python bytecode for memray | https://bloomberg.github.io/memray/ - dnf - memray - 1.13.4-7.fc44: normalized package name match | Fedora Rawhide package metadata: memray from https://dl.fedoraproject.org/pub/fedora/linux/development/rawhide/Everything/x86_64/os/repodata/e5ca8ce900cd68f5419e1c39ae517343100b306336cbaeb70a3c153121d95094-primary.xml.zst | Memory profiler for Python applications | https://bloomberg.github.io/memray/ - pacman - memray - 1.19.3-1: normalized package name match | Arch Linux sync databases: memray from https://geo.mirror.pkgbuild.com/extra/os/x86_64/extra.db.tar.gz | A memory profiler for Python | https://github.com/bloomberg/memray ## Related links - [Source-control packages](https://www.automicvault.com/pkg/source-control-tools/) - Belongs to a source-control command family. - [Terminal utility packages](https://www.automicvault.com/pkg/terminal-utilities/) - Matched terminal and command-line workflow metadata. - [Text processing packages](https://www.automicvault.com/pkg/text-processing-tools/) - Matched text, document, or structured-data processing metadata. - [Developer build packages](https://www.automicvault.com/pkg/developer-build-tools/) - Matched build, compiler, generator, or developer workflow metadata. - [lz4](https://www.automicvault.com/pkg/brew/lz4/) - Runtime dependency declared by Homebrew. - [python@3.14](https://www.automicvault.com/pkg/brew/python-3-14/) - Runtime dependency declared by Homebrew. - [py-spy](https://www.automicvault.com/pkg/brew/py-spy/) - Shares av.db curated category or tags: cli, developer-tools, performance, profiling, python. - [cargo-flamegraph](https://www.automicvault.com/pkg/brew/cargo-flamegraph/) - Shares av.db curated category or tags: cli, developer-tools, performance, profiling. - [cargo-instruments](https://www.automicvault.com/pkg/brew/cargo-instruments/) - Shares av.db curated category or tags: cli, debugging, developer-tools, profiling. - [counts](https://www.automicvault.com/pkg/brew/counts/) - Shares av.db curated category or tags: cli, developer-tools, performance, profiling. - [flamebearer](https://www.automicvault.com/pkg/brew/flamebearer/) - Shares av.db curated category or tags: cli, developer-tools, performance, profiling. - [flamegraph](https://www.automicvault.com/pkg/brew/flamegraph/) - Shares av.db curated category or tags: cli, developer-tools, performance, profiling. - [gprof2dot](https://www.automicvault.com/pkg/brew/gprof2dot/) - Shares av.db curated category or tags: cli, developer-tools, performance, profiling. - [snakeviz](https://www.automicvault.com/pkg/brew/snakeviz/) - Shares av.db curated category or tags: cli, developer-tools, profiling, python. ## Combined YAML source View the package source record on GitHub. [combined/memray.yml](https://github.com/automic-vault/db/blob/main/combined/memray.yml) ## Sources - Nucleus package database - Geiger risk classifier - package-page enrichment - curated package history - package version freshness - av.db category and tag curation - package relationship graph - external package-manager database matches - cross-ecosystem install command graph