3 unstable releases
0.2.0 | May 4, 2022 |
---|---|
0.1.1 | Mar 30, 2022 |
0.1.0 | Mar 30, 2022 |
#309 in Profiling
235KB
5K
SLoC
Pyroscope CLI (pyroscope-cli)
pyroscope-cli
is a general purpose profiler. It currently supports profiling ruby and python applications. The aggregated data from profiling is then sent to a Pyroscope Server. Under the hood, it uses the Pyroscope Rust library and its backends.
This is a Work-in-Progress implementation. Some features (like adhoc/pull mode) are still not available and the profiling spies are limited to Ruby/Python. For the original implementation, you should check the Pyroscope Go agent.
CHANGELOG
Please see the CHANGELOG for a release history.
Table of Contents
- Installation
- How to use
- Supported Profilers
- Frequently Asked Questions
- Shell Completions
- Building from source
- License
Installation
Currently, the best method to locally install pyrsocope-cli
is to use the rustc compiler with Cargo.
$ cargo install pyrsocope-cli
Binaries are also available in the Release page. The targeted platforms are x86_64
/ARM
and linux
/macos
.
How to use
1. Basic Usage
There are two options to profile programs, regardless of the profiler: Either by connecting to the process PID, or by passing a command where the agent will handle both its execution and profiling.
$ pyroscope-cli connect --pid=$pid --spy-name=rbspy
$ pyroscope-cli exec --spy-name=rbspy ruby ./program.rb
2. Connect to Process
To connect to a process and attach a profiler, you'll need both a PID and the required system privileges. The last one will vary depending on your Operating System and its configuration.
To get the PID of a program, you can use ps
and grep
:
$ ps -aux | grep ruby
You also need to specify the profiler, the possible values are rbspy (for Ruby) and pyspy (for Python). The pid
and spy-name
are the two required arguments to profile a process.
$ pyroscope-cli connect --pid=1222 --spy-name=rbspy
3. Execute Commands
pyroscope-cli
can execute a command and profile the spawned process. The command is spawned as a child of the agent process. Once the agent process exits, the executed command its child processes exit too.
$ pyroscope-cli exec --spy-name=rbspy ruby ./program.rb
You can also pass arguments to the executed command by appending --
$ pyroscope-cli exec --spy-name=rbspy ruby ./program.rb -- --ruby-arg=value
4. Options
Both the pyroscope-cli agent, and its backend profilers can accept configuration. Some options are accepted by all profilers, while other can only apply to a certain profiler or a multiple of them. The CLI --help
menu should give a detailed list of all options that the program can accept.
4.1 Options accepted by all profilers and commands
- application-name: application name used when uploading profiling data. Default is a randomly generated name.
- log-level: log level for the application. Default is
info
. For more information, check logging. - sample-rate: sample rate for the profiler in Hz. 100 means reading 100 times per second. Default is
100
- server-address: Pyroscope server address. Default is
http://localhost:4040
. - tag: tag in key=value form. May be specified multiple times. Default is empty.
4.2 Options accepted by exec
command
- user-name: start process under specified user name.
- group-name: start process under specified group name.
5. Configuration
There are 3 ways to configure Pyroscope Agent. Configuration precedence is evaluated in the following order: environment variables > configuration files > command-line arguments.
1. Configuration file
Configuration files are stored in TOML format. You can specify configuration file location with -config <path>
. This is supported for both exec
and connect
commands.
pyroscope-cli -c -config /tmp/custom-config.toml <COMMAND>
2. Environment variables
Environment variables must have PYROSCOPE_
prefix and be in UPPER_SNAKE_CASE format, for example:
PYROSCOPE_APPLICATION_NAME=:my-ruby-app pyroscope-cli connect --pid=100 --spy-name=rbspy
6. Logging
Logs are output to the terminal. There are 6 levels of logging. Log levels are not displayed seperately but rather takes precedence. For example, if you specify the info
log level, you'll get output for info
, warn
, error
and critical
logs.
- trace: very low priority, often extremely verbose, information.
- debug: lower priority information.
- info: useful information.
- warn: hazardous situations.
- error: very serious errors.
- critical: errors that result in program panic.
Supported Profilers
1. rbspy
The rbspy
profiler can be used to profile Ruby application. It uses the rbspy backend, which itself is a wrapper around the rbspy profiler.
Options accepted by rbspy
- detect-subprocesses: keep track of and profile subprocesses of the main process.
- blocking: enable blocking mode
2. pyspy
The pyspy
profiler can be used to profile Ruby application. It uses the pyspy backend, which itself is a wrapper around the py-spy profiler.
Options accepted by pyspy
- detect-subprocesses: keep track of and profile subprocesses of the main process.
- blocking: enable blocking mode.
- pyspy-idle: include idle threads.
- pyspy-gil: enable GIL mode.
- pyspy-native: enable native extensions profiling.
Frequently Asked Questions
Please see the FAQ page for Frequently Asked Questions.
Shell Completions
pyroscope-cli
supports shell auto-completion for bash
, zsh
, fish
, and powershell
. You can generate the auto-completion file using the completion
command.
For example, to generate auto-complete for fish
:
$ pyroscope-cli completion fish > pyroscope-cli.fish
Building from source
You can build pyroscope-cli
from source if you have a Rust toolchain installed. You will need Rust 1.59 or newer.
- Install Rust toolchain with rustup:
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
For other systems, please check the instructions at https://rustup.rs/.
- Add ~/.cargo/bin to your PATH:
. "$HOME/.cargo/env"
- Build
pyroscope-cli
git clone https://github.com/pyroscope-io/pyroscope-rs
cd pyroscope-rs/pyroscope_cli
cargo build --release
./target/release/pyroscope-cli --help
License
Pyroscope is distributed under the Apache License (Version 2.0).
See LICENSE for details.
Dependencies
~40–57MB
~1M SLoC