https://github.com/robmarkcole/deepstack-analytics
Analytics with deepstack
https://github.com/robmarkcole/deepstack-analytics
Last synced: about 1 year ago
JSON representation
Analytics with deepstack
- Host: GitHub
- URL: https://github.com/robmarkcole/deepstack-analytics
- Owner: robmarkcole
- License: apache-2.0
- Created: 2020-06-17T06:04:00.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2021-06-05T04:41:20.000Z (about 5 years ago)
- Last Synced: 2025-05-07T18:02:04.985Z (about 1 year ago)
- Language: Jupyter Notebook
- Homepage: https://python.deepstack.cc/
- Size: 17.3 MB
- Stars: 8
- Watchers: 3
- Forks: 2
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# deepstack-analytics
Analytics with deepstack.
A collection of parameterizable Jupyter notebooks (via [Papermill](https://papermill.readthedocs.io/en/latest/)) for performing analytics with Deepstack. Integration to a pipeline via Airflow, and optional isolation using Docker
## deepstack
Run with:
```
docker run -e VISION-DETECTION=True -e API-KEY="" -v localstorage:/datastore -p 5000:5000 deepquestai/deepstack:noavx
```
## Development
```
python3.7 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
venv/bin/jupyter lab
```
## References
* [Airflow papermill docs](https://airflow.readthedocs.io/en/stable/howto/operator/papermill.html)
* [airlow doceker operator](https://airflow.apache.org/docs/stable/_api/airflow/operators/docker_operator/index.html)
* [airflow-with-docker-example](https://medium.com/@tomaszdudek/yet-another-scalable-apache-airflow-with-docker-example-setup-84775af5c451)
* [netfix scheduled notebooks article](https://netflixtechblog.com/scheduling-notebooks-348e6c14cfd6)