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Brett Beutell
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env/ | ||
venv/ | ||
.venv/ | ||
.DS_Store | ||
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personal-notes.md | ||
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shame-deps/*.whl | ||
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#custom | ||
data/ | ||
.vscode/ | ||
my_testing/ | ||
autometrics-venv/ | ||
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# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
*.py[cod] | ||
*$py.class | ||
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# C extensions | ||
*.so | ||
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# Distribution / packaging | ||
.Python | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
downloads/ | ||
eggs/ | ||
.eggs/ | ||
lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
wheels/ | ||
pip-wheel-metadata/ | ||
share/python-wheels/ | ||
*.egg-info/ | ||
.installed.cfg | ||
*.egg | ||
MANIFEST | ||
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# PyInstaller | ||
# Usually these files are written by a python script from a template | ||
# before PyInstaller builds the exe, so as to inject date/other infos into it. | ||
*.manifest | ||
*.spec | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.nox/ | ||
.coverage | ||
.coverage.* | ||
.cache | ||
nosetests.xml | ||
coverage.xml | ||
*.cover | ||
*.py,cover | ||
.hypothesis/ | ||
.pytest_cache/ | ||
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# Translations | ||
*.mo | ||
*.pot | ||
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# Django stuff: | ||
*.log | ||
local_settings.py | ||
db.sqlite3 | ||
db.sqlite3-journal | ||
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# Flask stuff: | ||
instance/ | ||
.webassets-cache | ||
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# Scrapy stuff: | ||
.scrapy | ||
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# Sphinx documentation | ||
docs/_build/ | ||
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# PyBuilder | ||
target/ | ||
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# Jupyter Notebook | ||
.ipynb_checkpoints | ||
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# IPython | ||
profile_default/ | ||
ipython_config.py | ||
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# pyenv | ||
.python-version | ||
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# pipenv | ||
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. | ||
# However, in case of collaboration, if having platform-specific dependencies or dependencies | ||
# having no cross-platform support, pipenv may install dependencies that don't work, or not | ||
# install all needed dependencies. | ||
#Pipfile.lock | ||
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow | ||
__pypackages__/ | ||
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# Celery stuff | ||
celerybeat-schedule | ||
celerybeat.pid | ||
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# SageMath parsed files | ||
*.sage.py | ||
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# Environments | ||
.env | ||
.venv | ||
env/ | ||
venv/ | ||
ENV/ | ||
env.bak/ | ||
venv.bak/ | ||
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# Spyder project settings | ||
.spyderproject | ||
.spyproject | ||
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# Rope project settings | ||
.ropeproject | ||
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# mkdocs documentation | ||
/site | ||
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# mypy | ||
.mypy_cache/ | ||
.dmypy.json | ||
dmypy.json | ||
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# Pyre type checker | ||
.pyre/ | ||
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.DS_Store |
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## Setup | ||
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### Setting up local prometheus | ||
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Follow instructions in autometrics-dev. I used Docker: | ||
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```sh | ||
docker pull prom/prometheus | ||
# I'm using port 9092 for prometheus because 9090 is already taken on my machine | ||
docker run \ | ||
-p 9092:9090 \ | ||
-v /absolute/path/to/prometheus.yml:/etc/prometheus/prometheus.yml \ | ||
prom/prometheus | ||
``` | ||
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where the `prometheus.yml` file is: | ||
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```yaml | ||
scrape_configs: | ||
- job_name: python-autometrics-example-fastapi | ||
metrics_path: /metrics | ||
static_configs: | ||
- targets: ["localhost:8000"] | ||
# For a real deployment, you would want the scrape interval to be | ||
# longer but for testing, you want the data to show up quickly | ||
scrape_interval: 200ms | ||
``` | ||
### Configure app to use prometheus | ||
Configure `.env` to use the url to your local prometheus server: | ||
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```sh | ||
# Again, I'm using 8063 because 9090 is already taken on my machine | ||
PROMETHEUS_URL=http://localhost:8063 | ||
``` | ||
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### Running the app | ||
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Create and activate virtual env | ||
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```sh | ||
python3 -m venv env | ||
source env/bin/activate | ||
``` | ||
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Install dependencies | ||
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```sh | ||
pip install -r requirements.txt | ||
``` | ||
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Run app | ||
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```sh | ||
uvicorn fastapi-example:app --reload | ||
``` | ||
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### Install and Configure Autometrics VSCode Extension | ||
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... | ||
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Update the VSCode Extension settings to use the url to your local prometheus server. Since I'm not using the default port, I need to update the settings: | ||
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```json | ||
{ | ||
"autometrics.prometheusUrl": "http://localhost:8063" | ||
} | ||
``` |
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app_name: "python-autometrics-example-fastapi" # Becomes the job name when pushing to aggregation gateway | ||
publish_method: "push" | ||
scrape_config: | ||
scrape_interval: 500ms | ||
static_configs: # ignored when "publish_method" is "push" | ||
- targets: ["localhost:8080"] # or wherever your app runs |
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from fastapi import FastAPI | ||
import uvicorn | ||
from autometrics import autometrics | ||
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app = FastAPI() | ||
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@app.get("/") | ||
@autometrics | ||
def read_root(): | ||
do_something() | ||
return {"Hello": "World"} | ||
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@autometrics | ||
def do_something(): | ||
print("I did something") | ||
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if __name__ == "__main__": | ||
uvicorn.run(app, host="localhost", port=8080) |
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scrape_configs: | ||
- job_name: python-autometrics-example-fastapi | ||
metrics_path: /metrics | ||
static_configs: | ||
- targets: ["host.docker.internal:8000"] | ||
# For a real deployment, you would want the scrape interval to be | ||
# longer but for testing, you want the data to show up quickly | ||
scrape_interval: 500ms | ||
- job_name: python-autometrics-example-example | ||
metrics_path: /metrics | ||
static_configs: | ||
- targets: ["host.docker.internal:8080"] | ||
# For a real deployment, you would want the scrape interval to be | ||
# longer but for testing, you want the data to show up quickly | ||
scrape_interval: 500ms |
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anyio==3.6.2 | ||
# autometrics==0.4 | ||
shame-deps/autometrics-0.5-py3-none-any.whl | ||
# -e git+ssh://[email protected]/autometrics-dev/autometrics-py.git@0a11a33315bba5ba843b6b543e464b2871dd5206#egg=autometrics | ||
# -e ../autometrics-py | ||
click==8.1.3 | ||
fastapi==0.95.0 | ||
h11==0.14.0 | ||
idna==3.4 | ||
prometheus-client==0.16.0 | ||
pydantic==1.10.7 | ||
python-dotenv==1.0.0 | ||
sniffio==1.3.0 | ||
starlette==0.26.1 | ||
typing_extensions==4.5.0 | ||
uvicorn==0.21.1 |
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