Python Library env-isolation
The env-isolation is a library that allows to create isolated environments for running Python code. It is useful for seperating pip environments.
Note: The Library do not isolate the environments for security purposes.
Installation
Install this library in a venv using pip. venv is a tool to create isolated Python environments.
Supported Python Versions
Python >= 3.6
Mac/Linux
pip install venv
python -m venv <your-env>
source <your-env>/bin/activate
<your-env>/bin/pip install env-isolationWindows
pip install venv
python -m venv <your-env>
<your-env>\Scripts\activate
<your-env>\Scripts\pip.exe install env-isolationExample Usage
Create a directory test-model with a file test-model/requirements.txt with the following content:
pandasCreate a file test-model/main.py with the following content:
import logging
import pandas as pd
class Model():
def __init__(self, arguments: dict):
logging.info(f'Test Model initialised arguments: {arguments}')
def execute(self, arguments: dict) -> dict:
logging.info(f'Test Model executed with arguments: {arguments}')
return pd.read_csv('test.csv').to_dict()Execute the following code:
import logging
logging.basicConfig(level=logging.INFO)
from envisolation import EnvIsolatedModel
model = EnvIsolatedModel(model_id="test-model", model_path="test_model", pip_requirements_path="test_model/requirements.txt", model_arguments={"test_argument":1})
logging.info(model.execute({"input": "test"}))
model.unload()1 maintainer
Metadata
1 maintainer
Release files for env-isolation 0.8.0
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| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| env_isolation-0.8.0-py2.py3-none-any.whl | Python 2, Python 3 | none | any | Details for env_isolation-0.8.0-py2.py3-none-any.whl |
Release files / env_isolation-0.8.0-py2.py3-none-any.whl
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| Size | 18.2 kB |
| Tags | Python 2 Python 3 |
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Security for env-isolation 0.8.0
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