osin · 
There are existing systems (e.g., neptune.ai, sacred) helping you organize, log data of your experiments. However, typically, the tasks of running the experiments are your responsible to bear. If you update your code and need to re-run your experiments, you may want to delete previous runs, which would be painful to have to do manually many times.
We rethink the experimenting process. Why don't we start with specifying the designed report (e.g., charts) and how to run/query to get the numbers to fill the report? This would free ones from manually starting/running the experiments and managing the experiment data. osin is a tool that helps you to achieve that goal.
Note: this tool is expected to use locally or inside VPN network as it doesn't provide any protection against attackers.
Quick start
Start the application:
DBFILE=%PATH_TO_DBFILE% python -m osin.main
Or start the services manually:
export DBFILE=%PATH_TO_DBFILE%
python -m osin.worker # start worker to run jobs
python -m osin.server # start the server so clients can send job result
streamlit run osin/ui/dashboard.py # start a dashboard to view/create reports
You will start by designing the output that your experiments will produce. For example:
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Metadata
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Release files for osin 2.2.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| osin-2.2.3.tar.gz | 32.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| osin-2.2.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 76.7 kB
Release files / osin-2.2.3.tar.gz
| Download URL | osin-2.2.3.tar.gz |
|---|---|
| Size | 32.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.0.0 CPython/3.9.19
|
Release files / osin-2.2.3-py3-none-any.whl
| Download URL | osin-2.2.3-py3-none-any.whl |
|---|---|
| Size | 44.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
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BLAKE2b-256 checksum How to use checksums |
32e17ca2ce96009b648db36639cb6765723e842f0bc0d436001eef485cc5f494
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.0.0 CPython/3.9.19
|
