Metadata-Version: 2.1
Name: ipyparallel
Version: 8.3.0
Summary: Interactive Parallel Computing with IPython
Keywords: Interactive,Interpreter,Shell,Parallel
Author-email: IPython Development Team <ipython-dev@scipy.org>
Requires-Python: >=3.7
Description-Content-Type: text/markdown
Classifier: Framework :: Jupyter
Classifier: Framework :: Jupyter :: JupyterLab
Classifier: Framework :: Jupyter :: JupyterLab :: 3
Classifier: Framework :: Jupyter :: JupyterLab :: Extensions
Classifier: Framework :: Jupyter :: JupyterLab :: Extensions :: Prebuilt
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: System Administrators
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Requires-Dist: entrypoints
Requires-Dist: decorator
Requires-Dist: pyzmq>=18
Requires-Dist: traitlets>=4.3
Requires-Dist: ipython>=4
Requires-Dist: jupyter_client
Requires-Dist: ipykernel>=4.4
Requires-Dist: tornado>=5.1
Requires-Dist: psutil
Requires-Dist: python-dateutil>=2.1
Requires-Dist: tqdm
Requires-Dist: asv ; extra == "benchmark"
Requires-Dist: jupyter_server ; extra == "labextension"
Requires-Dist: jupyterlab>=3 ; extra == "labextension"
Requires-Dist: notebook ; extra == "nbext"
Requires-Dist: jupyter_server ; extra == "nbext"
Requires-Dist: jupyter_server ; extra == "retroextension"
Requires-Dist: retrolab ; extra == "retroextension"
Requires-Dist: jupyter_server ; extra == "serverextension"
Requires-Dist: pytest ; extra == "test"
Requires-Dist: pytest-cov ; extra == "test"
Requires-Dist: pytest-asyncio ; extra == "test"
Requires-Dist: pytest-tornado ; extra == "test"
Requires-Dist: ipython[test] ; extra == "test"
Requires-Dist: testpath ; extra == "test"
Project-URL: Homepage, https://ipython.org
Provides-Extra: benchmark
Provides-Extra: labextension
Provides-Extra: nbext
Provides-Extra: retroextension
Provides-Extra: serverextension
Provides-Extra: test

# Interactive Parallel Computing with IPython

IPython Parallel (`ipyparallel`) is a Python package and collection of CLI scripts for controlling clusters of IPython processes, built on the Jupyter protocol.

IPython Parallel provides the following commands:

- ipcluster - start/stop/list clusters
- ipcontroller - start a controller
- ipengine - start an engine

## Install

Install IPython Parallel:

    pip install ipyparallel

This will install and enable the IPython Parallel extensions
for Jupyter Notebook and (as of 7.0) Jupyter Lab 3.0.

## Run

Start a cluster:

    ipcluster start

Use it from Python:

```python
import os
import ipyparallel as ipp

cluster = ipp.Cluster(n=4)
with cluster as rc:
    ar = rc[:].apply_async(os.getpid)
    pid_map = ar.get_dict()
```

See [the docs](https://ipyparallel.readthedocs.io) for more info.

