redisai-py is the Python client for RedisAI. Checkout the documentation for API details and examples
Installation
Install Redis 5.0 or above
Install RedisAI
Install the Python client
$ pip install redisaiInstall serialization-deserialization utility (optional)
$ pip install ml2rtDevelopment
Assuming you have virtualenv installed, create a virtualenv to manage your python dependencies, and activate it. `virtualenv -v venv; source venv/bin/activate`
Install [pypoetry](https://python-poetry.org/) to manage your dependencies. `pip install poetry`
Install dependencies. `poetry install --no-root`
[tox](https://tox.readthedocs.io/en/latest/) runs all tests as its default target. Running tox by itself will run unit tests. Ensure you have a running redis, with the module loaded.
Contributing
Prior to submitting a pull request, please ensure you’ve built and installed poetry as above. Then:
Run the linter. `tox -e linters.`
Run the unit tests. This assumes you have a redis server running, with the [RedisAI module](https://redisai.io) already loaded. If you don’t, you may want to install a [docker build](https://hub.docker.com/r/redislabs/redisai/tags). `tox -e tests`
RedisAI example repo shows few examples made using redisai-py under python_client folder. Also, checkout ml2rt for convenient functions those might help in converting models (sparkml, sklearn, xgboost to ONNX), serializing models to disk, loading it back to redisai-py etc.
1 maintainer
Release files for redisai 1.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| redisai-1.3.0.tar.gz | 16.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| redisai-1.3.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 32.8 kB
Release files / redisai-1.3.0.tar.gz
| Download URL | redisai-1.3.0.tar.gz |
|---|---|
| Size | 16.0 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 | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.3.2 CPython/3.8.16 Linux/5.15.0-1031-azure
|
Release files / redisai-1.3.0-py3-none-any.whl
| Download URL | redisai-1.3.0-py3-none-any.whl |
|---|---|
| Size | 16.8 kB |
| Tags | Python 3 |
|
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 |
poetry/1.3.2 CPython/3.8.16 Linux/5.15.0-1031-azure
|
