releasenotes.md

Paperspace Python Release Notes

Release Notes for 0.2.0a5

Fixes

• removed command group aliases
• streaming logs for experiments createAndStart by default

Release Notes for 0.2.0a4

New features

• new params for job create and hyperparameters create

Fixes

• fixed missing --experimentType when creating new single node experiment
• deployments can be of TFSERVING type only
• fixed autocomplete instructions

Release Notes for 0.2.0a3

New features

• autocomplete for bash (GNU/Linux and iOS)
• aliases in singular form for command groups
• showing logs for experiments and jobs
• restored and deprecated run command
• workspace uploading for experiments
• workspace upload progress bar

Release Notes for 0.2.0a2

New features

• partial support for hyperparameter tuning
• prompt for apiKey if not provided
• deprecate login command
• --ignoreFiles option for experiments create
• --ignoreFiles and --workspace none options for jobs create

Fixes

• restore apiKey command

Release Notes for 0.2.0a1

New features

• colorful error and help messages
• removed paperspace-python run command

Release Notes for 0.2.0a0

New features

• partial support for managing jobs, models and projects
• filtering deployments list by project ID and model ID
• reading logs of experiments and jobs

Fixes

• handling error response when listing experiments

Release Notes for 0.1.0

New features

• experiments and deployments management
• --apiKey for all commands for one-time api key overwrite
• help messages for all commands and parameters

Release Notes for v0.0.19

New features

• filtering experiments list with --projectHandle
• paginating experiments list when does not fit the terminal width
• added --modelType and --modelPath to experiments create

Fixes

• some minor bug fixes

Release Notes for v0.0.19a

New features

• support for experiments API - creating, starting, listing, etc.

Release Notes for v0.0.18

Fixes

• Fix missing import

Release Notes for v0.0.16

New features

• Add statsd agent support with StatsdClient

Fixes

• Fix crashing on converting to bytes in python < 3

Release Notes for v0.0.15

New features

• Run gradient jobs from custom Dockerfile built containers (see: https://docs.paperspace.com/gradient/jobs/create-a-job#new-run-jobs-from-dockerfiles)

• Push GPU-enabled container images to a registry of your choice

Fixes

• Add custom headers to requests

Release Notes for v0.0.14

New features

• Allow user to select preemptible machine types

Fixes

• Fix package.egg-info issue affecting Windows users downloading paperspace from PyPI

Release Notes for v0.0.13

New features

• Allow user to select custom port mappings between container and host

Fixes

• Fix circular import bug causing problems for python2 users on v0.0.12

Release Notes for v0.0.12

New features

• New cluster and machineType functionality supported: send jobs to a gradient-node based on the cluster name or clusterId
  • For more information on running gradient-node see the Gradient Private Cloud docs
• Send jobs to a specific node by specifying node attributes
• Changed default handling of machineType: cluster preferences come first
• Jobs create automatically records the git commit hash for local workspaces using git

Release Notes for v0.0.11

New features

• New jobs machineTypes method for discovering available job machine types.

Fixes

• Minor doc fixes

Release Notes for v0.0.10

New features

• paperspace-python run command for running python scripts unmodified on paperspace
• run a python script, module, or command string remotely
• run a executable or shell command remotely
• use pip, pipenv, or a shell script to manage python dependencies
• Improved docs

Fixes

• Minor doc fixes

Changes

• The default machineType for paperspace-python is now P5000, since GPU+ machines are not yet available for jobs.
• The default container image for paperspace-python is 'docker.io/paperspace/tensorflow-python' which adds python3 support to Google's 'gcr.io/tensorflow/tensorflow:1.5.0-gpu' container.

Release Notes for v0.0.9

New features

• This is the first official release of the Paperspace Python package.
• It provides support for Gradient jobs and running python modules as jobs.
• There are python packages available on PyPI: https://pypi.python.org/pypi/paperspace
• And on Anaconda.org for Conda: https://anaconda.org/paperspace/paperspace