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Blackfire Continuous Profiler

Project description

Blackfire Continuous Profiler for Python

Blackfire Continuous Profiler continuously collects and uploads profiling data to the Blackfire servers. Once enabled, the profiler collects the relevant profiling information in configurable intervals and periodically uploads it to the Blackfire Agent. Blackfire Agent then forwards this information to the backend.

How to use

Prerequisites

  • Python >= 3.7.0
  • Blackfire Agent >= 2.13.0

Installation

pip install blackfire_conprof

Example

An example using the whole API interface:

  1. Install dependencies
pip install blackfire_conprof
  1. Create example.py with the following code
from blackfire_conprof.profiler import Profiler

def foo():
    import time
    time.sleep(1.0)

profiler = Profiler(application_name="my-python-app", agent_socket="tcp://127.0.0.1:8307", labels={'my-extra-label': 'data'})
profiler.start()
foo()
profiler.stop()
  1. Run Blackfire Agent (version 2.13.0 and up)
BLACKFIRE_SOCKET="tcp://127.0.0.1:8307" blackfire agent --log-level=4
  1. Run the example application. (python example.py)
  2. Profiler will send data to the Agent, and Agent will forward it to the Blackfire backend. Data then can be visualized at https://blackfire.io

Contributing

Use make help to display an overview of useful commands for your dev environment.

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