traceable-agent 2.0.0

Traceable.ai Python Agent

Python Agent

Usage

Python traceable agent requires Python >= 3.7

Additionally, to use the traceable filter, you must be on a supported OS.

• Ubuntu 18.04+
• Centos 7+
• Debian 10+
• Amazon Linux 2+

Instrumentation methods

There are two ways to instrument your application, auto-instrumentation and code based instrumentation.

Autoinstrumentation

Simply prepend traceableai-instrument to your applications startup command.

ex: traceableai-instrument flask run

Code based instrumentation

Add the following snippet to your python apps entrypoint file:

from traceableai.agent import Agent

app = Flask(__name__)

agent = Agent()
agent.instrument(app) # This will instrument the flask app + any other modules that are supported
agent.add_traceable_filter() # add the traceable filter to enable blocking

Developing

# Create a virtual env & install dependencies
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt -r dev-requirements.txt 

Note: if you run into an error installing grpc:

File "/Users/user/.pyenv/versions/3.9.4/lib/python3.9/distutils/unixccompiler.py", line 120, in _compile raise CompileError(msg) distutils.errors.CompileError: command '/usr/bin/clang' failed with exit code 1

prepend this env var to the above pip install command: GRPC_PYTHON_BUILD_SYSTEM_ZLIB=true

Building

pip install -r requirements.txt
python3 -m build

Instrumenting

traceableai-instrument your_startup_command
# ex: traceableai-instrument flask run -p 5000 

Updating Libtraceable

1. Update the libtraceable.h header file if it has changed.
2. Edit ./src/download.py and update the constant LIBTRACEABLE_VERSION.
3. Verify using a test application in docker/test_apps. It will fail to build if libtraceable cannot be downloaded.

Updating the Proto

git submodule update --init --recursive
./scripts/build_proto.sh

Testing

• Unit tests
  1. Build the *.whl files. build_artifacts.sh builds all the whl files. Intentionally use the CIBW_SKIP environment variable to skip versions to save time. The example below only tests on 3.6.

     CIBW_SKIP="*37* *38* *39* *310*" ./build_artifacts.sh
     

  2. Build and run test in docker.

     docker build -f docker/test_apps/unittest.Dockerfile -t pythonunittest .
     docker run --rm pythonunittest
     

• Test applications
  1. Refer to docker/test_apps/.