Package: backend.ai-integration-jupyter
Backend.AI Integration for JupyterYour Jupyter notebooks are running on the Backend.AI Cloud!Migration Guide for v0.1.x "Sorna" UsersNow we use the v1.0.0 release of [Backend.AI Client for Python]
(https://pypi.python.org/pypi/backend.ai-client).To use the latest version, please remove all existing "Sorna" kernel
configurations and re-install them.$python-msorna.integration.jupyter.install--clean-onlyRemoving existing Sorna kernel: C11 on Sorna...$pipuninstallsorna-jupyter-integration...$pipinstallbackend.ai-integration-jupyter...$python-mai.backend.integration.jupyter.installInstalling Backend.AI Jupyter kernel spec: Python 3 on Backend.AI...Note that you also need to reconfigure your existing notebooks to use the new
kernels.  This is a safe operation -- you can change the backend kernel without
losing/modifying the content of notebooks.Installation and UsageFirst, grab your API keypair inBackend.AI Cloud.$pipinstalljupyterbackend.ai-integration-jupyter$python-mai.backend.integration.jupyter.install$exportBACKEND_ACCESS_KEY=...$exportBACKEND_SECRET_KEY=...$jupyternotebookThen you will see Backend.AI kernels in the new notebook menu:More kernels will become available soon!NOTE:Currently only Python-based kernels support cross-cell contexts
(i.e., variables are kept across different notebook cells which is the default
behavior of Jupyter notebooks you already know).  With other language kernels,
each cell is executed as a separate process, meaning that a new context is used
whenever you execute a cell.DevelopmentAdd--sys-prefixargument to tell the installer to recognize editable
installation under your virtual environment.$python-mvenvvenv$sourcevenv/bin/activate$pipinstalljupyter$pipinstall-e.# editable installation$python-mai.backend.integration.jupyter.install--sys-prefix$exportBACKEND_ACCESS_KEY=...$exportBACKEND_SECRET_KEY=...$jupyternotebookUninstallTo list and uninstall existing kernelspecs registered to Jupyter, usejupyter-kernelspeccommand.Changes0.3.2 (2018-11-09)Update TensorFlow/PyTorch kernel versions.0.3.1 (2018-09-23)This was a technical release to fix dependencies.0.3.0 (2018-09-23)Upgrade backend.ai-client to v1.4 series.0.2.5 (2018-06-19)Support Jupyter notebook 5.0 or higher which has migrated to Tornado 5.0+.Upgrade backend.ai-client to v1.3.4 or higher to keep pace with Jupyter notebook
5.0 support.0.2.4 (2018-03-20)Upgrade backend.ai-client to v1.3 series.0.2.3 (2018-03-12)Upgrade backend.ai-client to v1.2 series.0.2.2 (2018-01-05)Add support for Python 3.5 as well.Adapt to the latest API with explicit modes in the execution loop.Upgrade the client library to v1.1.5 release.0.2.1 (2017-10-24)Adapt to the latest API with explicit run IDs per execution.0.2.0 (2017-09-19)Change the project name to "Backend.AI Jupyter Integration"
and the import path to "ai.backend.integration".This version is now paired with the Backend.AI Client for Python v1.0.0
release.Add support for Python 3.5 (along with the new Backend.AI client library).README is provided in ReST to remove dev-dependency to pypandoc.0.1.3 (2017-09-19)This is a transitional release to make notice of package renaming on PyPI.Add C/C++/Java kernels.0.1.2 (2017-04-07)Add PyTorch kernels.0.1.1 (2017-03-29)Add syntax highlighting support.0.1.0 (2017-03-16)Initial preview release.