Add version check document in PAI, remote, kubeflow and frameworkcont…

…roller (microsoft#947)

0.5.2 release note (microsoft#805)

* 0.5.2 release note

Fix bug in Curvefitting Assessor (microsoft#798)

Fix bug in Curvefitting Assessor

create tag for release v0.5.1

fix doc (microsoft#605)

* fix doc

* update fix

[V0.4.1 bug fix] Support read K8S config from KUBECONFIG environment …

…variable (microsoft#507)

* Add KUBCONFIG env variable support

* In main.ts, throw cached error to make sure nnictl can show the error in stderr

backward compatibility for mac: job end timestamp (microsoft#451)

* add pycharm project files to .gitignore list

* update pylintrc to conform vscode settings

* fix RemoteMachineMode for wrong trainingServicePlatform

* add python cache files to gitignore list

* move extract scalar reward logic from dispatcher to tuner

* update tuner code corresponding to last commit

* update doc for receive_trial_result api change

* add numpy to package whitelist of pylint

* distinguish param value from return reward for tuner.extract_scalar_reward

* update pylintrc

* add comments to dispatcher.handle_report_metric_data

* update install for mac support

* fix root mode bug on Makefile

* Quick fix bug: nnictl port value error (microsoft#245)

* fix port bug

* Dev exp stop more (microsoft#221)

* Exp stop refactor (microsoft#161)

* Update RemoteMachineMode.md (microsoft#63)

* Remove unused classes for SQuAD QA example.

* Remove more unused functions for SQuAD QA example.

* Fix default dataset config.

* Add Makefile README (microsoft#64)

* update document (microsoft#92)

* Edit readme.md

* updated a word

* Update GetStarted.md

* Update GetStarted.md

* refact readme, getstarted and write your trial md.

* Update README.md

* Update WriteYourTrial.md

* Update WriteYourTrial.md

* Update WriteYourTrial.md

* Update WriteYourTrial.md

* Fix nnictl bugs and add new feature (microsoft#75)

* fix nnictl bug

* fix nnictl create bug

* add experiment status logic

* add more information for nnictl

* fix Evolution Tuner bug

* refactor code

* fix code in updater.py

* fix nnictl --help

* fix classArgs bug

* update check response.status_code logic

* remove Buffer warning (microsoft#100)

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* Add support for debugging mode

* fix setup.py (microsoft#115)

* Add DAG model configuration format for SQuAD example.

* Explain config format for SQuAD QA model.

* Add more detailed introduction about the evolution algorithm.

* Fix install.sh add add trial log path (microsoft#109)

* fix nnictl bug

* fix nnictl create bug

* add experiment status logic

* add more information for nnictl

* fix Evolution Tuner bug

* refactor code

* fix code in updater.py

* fix nnictl --help

* fix classArgs bug

* update check response.status_code logic

* show trial log path

* update document

* fix install.sh

* set default vallue for maxTrialNum and maxExecDuration

* fix nnictl

* Dev smac (microsoft#116)

* support package install (microsoft#91)

* fix nnictl bug

* support package install

* update

* update package install logic

* Fix package install issue (microsoft#95)

* fix nnictl bug

* fix pakcage install

* support SMAC as a tuner on nni (microsoft#81)

* update doc

* update doc

* update doc

* update hyperopt installation

* update doc

* update doc

* update description in setup.py

* update setup.py

* modify encoding

* encoding

* add encoding

* remove pymc3

* update doc

* update builtin tuner spec

* support smac in sdk, fix logging issue

* support smac tuner

* add optimize_mode

* update config in nnictl

* add __init__.py

* update smac

* update import path

* update setup.py: remove entry_point

* update rest server validation

* fix bug in nnictl launcher

* support classArgs: optimize_mode

* quick fix bug

* test travis

* add dependency

* add dependency

* add dependency

* add dependency

* create smac python package

* fix trivial points

* optimize import of tuners, modify nnictl accordingly

* fix bug: incorrect algorithm_name

* trivial refactor

* for debug

* support virtual

* update doc of SMAC

* update smac requirements

* update requirements

* change debug mode

* update doc

* update doc

* refactor based on comments

* fix comments

* modify example config path to relative path and increase maxTrialNum (microsoft#94)

* modify example config path to relative path and increase maxTrialNum

* add document

* support conda (microsoft#90) (microsoft#110)

* support install from venv and travis CI

* support install from venv and travis CI

* support install from venv and travis CI

* support conda

* support conda

* modify example config path to relative path and increase maxTrialNum

* undo messy commit

* undo messy commit

* Support pip install as root (microsoft#77)

* Typo on microsoft#58 (microsoft#122)

* PAI Training Service implementation (microsoft#128)

* PAI Training service implementation
**1. Implement PAITrainingService
**2. Add trial-keeper python module, and modify setup.py to install the module
**3. Add PAItrainingService rest server to collect metrics from PAI container.

* fix datastore for multiple final result (microsoft#129)

* Update NNI v0.2 release notes (microsoft#132)

Update NNI v0.2 release notes

* Update setup.py Makefile and documents (microsoft#130)

* update makefile and setup.py

* update makefile and setup.py

* update document

* update document

* Update Makefile no travis

*  update doc

*  update doc

* fix convert from ss to pcs (microsoft#133)

* Fix bugs about webui (microsoft#131)

* Fix webui bugs

* Fix tslint

* webui logpath and document (microsoft#135)

* Add webui document and logpath as a href

* fix tslint

* fix comments by Chengmin

* Pai training service bug fix and enhancement (microsoft#136)

* Add NNI installation scripts

* Update pai script, update NNI_out_dir

* Update NNI dir in nni sdk local.py

* Create .nni folder in nni sdk local.py

* Add check before creating .nni folder

* Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT

* Improve annotation (microsoft#138)

* Improve annotation

* Minor bugfix

* Selectively install through pip (microsoft#139)

Selectively install through pip 
* update setup.py

* fix paiTrainingService bugs (microsoft#137)

* fix nnictl bug

* add hdfs host validation

* fix bugs

* fix dockerfile

* fix install.sh

* update install.sh

* fix dockerfile

* Set timeout for HDFSUtility exists function

* remove unused TODO

* fix sdk

* add optional for outputDir and dataDir

* refactor dockerfile.base

* Remove unused import in hdfsclientUtility

* Add documentation for NNI PAI mode experiment (microsoft#141)

* Add documentation for NNI PAI mode

* Fix typo based on PR comments

* Exit with subprocess return code of trial keeper

* Remove additional exit code

* Fix typo based on PR comments

* update doc for smac tuner (microsoft#140)

* Revert "Selectively install through pip (microsoft#139)" due to potential pip install issue (microsoft#142)

* Revert "Selectively install through pip (microsoft#139)"

This reverts commit 1d17483.

* Add exit code of subprocess for trial_keeper

* Update README, add link to PAImode doc

* Merge branch V0.2 to Master (microsoft#143)

* webui logpath and document (microsoft#135)

* Add webui document and logpath as a href

* fix tslint

* fix comments by Chengmin

* Pai training service bug fix and enhancement (microsoft#136)

* Add NNI installation scripts

* Update pai script, update NNI_out_dir

* Update NNI dir in nni sdk local.py

* Create .nni folder in nni sdk local.py

* Add check before creating .nni folder

* Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT

* Improve annotation (microsoft#138)

* Improve annotation

* Minor bugfix

* Selectively install through pip (microsoft#139)

Selectively install through pip 
* update setup.py

* fix paiTrainingService bugs (microsoft#137)

* fix nnictl bug

* add hdfs host validation

* fix bugs

* fix dockerfile

* fix install.sh

* update install.sh

* fix dockerfile

* Set timeout for HDFSUtility exists function

* remove unused TODO

* fix sdk

* add optional for outputDir and dataDir

* refactor dockerfile.base

* Remove unused import in hdfsclientUtility

* Add documentation for NNI PAI mode experiment (microsoft#141)

* Add documentation for NNI PAI mode

* Fix typo based on PR comments

* Exit with subprocess return code of trial keeper

* Remove additional exit code

* Fix typo based on PR comments

* update doc for smac tuner (microsoft#140)

* Revert "Selectively install through pip (microsoft#139)" due to potential pip install issue (microsoft#142)

* Revert "Selectively install through pip (microsoft#139)"

This reverts commit 1d17483.

* Add exit code of subprocess for trial_keeper

* Update README, add link to PAImode doc

* fix bug (microsoft#147)

* Refactor nnictl and add config_pai.yml (microsoft#144)

* fix nnictl bug

* add hdfs host validation

* fix bugs

* fix dockerfile

* fix install.sh

* update install.sh

* fix dockerfile

* Set timeout for HDFSUtility exists function

* remove unused TODO

* fix sdk

* add optional for outputDir and dataDir

* refactor dockerfile.base

* Remove unused import in hdfsclientUtility

* add config_pai.yml

* refactor nnictl create logic and add colorful print

* fix nnictl stop logic

* add annotation for config_pai.yml

* add document for start experiment

* fix config.yml

* fix document

* Fix trial keeper wrongly exit issue (microsoft#152)

* Fix trial keeper bug, use actual exitcode to exit rather than 1

* Fix bug of table sort (microsoft#145)

* Update doc for PAIMode and v0.2 release notes (microsoft#153)

* Update v0.2 documentation regards to release note and PAI training service

* Update document to describe NNI docker image

* fix antd (microsoft#159)

* refactor experiment stopping logic

* support change concurrency

* remove trialJobs.ts

* trivial changes

* fix bugs

* fix bug

* support updating maxTrialNum

* Modify IT scripts for supporting multiple experiments

* Update ci (microsoft#175)

* Update RemoteMachineMode.md (microsoft#63)

* Remove unused classes for SQuAD QA example.

* Remove more unused functions for SQuAD QA example.

* Fix default dataset config.

* Add Makefile README (microsoft#64)

* update document (microsoft#92)

* Edit readme.md

* updated a word

* Update GetStarted.md

* Update GetStarted.md

* refact readme, getstarted and write your trial md.

* Update README.md

* Update WriteYourTrial.md

* Update WriteYourTrial.md

* Update WriteYourTrial.md

* Update WriteYourTrial.md

* Fix nnictl bugs and add new feature (microsoft#75)

* fix nnictl bug

* fix nnictl create bug

* add experiment status logic

* add more information for nnictl

* fix Evolution Tuner bug

* refactor code

* fix code in updater.py

* fix nnictl --help

* fix classArgs bug

* update check response.status_code logic

* remove Buffer warning (microsoft#100)

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* Add support for debugging mode

* modify CI cuz of refracting exp stop

* update CI for expstop

* update CI for expstop

* update CI for expstop

* update CI for expstop

* update CI for expstop

* update CI for expstop

* update CI for expstop

* update CI for expstop

* update CI for expstop

* file saving

* fix issues from code merge

* remove $(INSTALL_PREFIX)/nni/nni_manager before install

* fix indent

* fix merge issue

* socket close

* update port

* fix merge error

* modify ci logic in nnimanager

* fix ci

* fix bug

* change suspended to done

* update ci (microsoft#229)

* update ci

* update ci

* update ci (microsoft#232)

* update ci

* update ci

* update azure-pipelines

* update azure-pipelines

* update ci (microsoft#233)

* update ci

* update ci

* update azure-pipelines

* update azure-pipelines

* update azure-pipelines

* run.py (microsoft#238)

* Nnupdate ci (microsoft#239)

* run.py

* test ci

* Nnupdate ci (microsoft#240)

* run.py

* test ci

* test ci

* Udci (microsoft#241)

* run.py

* test ci

* test ci

* test ci

* update ci (microsoft#242)

* run.py

* test ci

* test ci

* test ci

* update ci

* revert install.sh (microsoft#244)

* run.py

* test ci

* test ci

* test ci

* update ci

* revert install.sh

* add comments

* remove assert

* trivial change

* trivial change

* update Makefile (microsoft#246)

* update Makefile

* update Makefile

* quick fix for ci (microsoft#248)

* add update trialNum and fix bugs (microsoft#261)

* Add builtin tuner to CI (microsoft#247)

* update Makefile

* update Makefile

* add builtin-tuner test

* add builtin-tuner test

* refractor ci

* update azure.yml

* add built-in tuner test

* fix bugs

* Doc refactor (microsoft#258)

* doc refactor

* image name refactor

* Refactor nnictl to support listing stopped experiments. (microsoft#256)

Refactor nnictl to support listing stopped experiments.

* Show experiment parameters more beautifully (microsoft#262)

* fix error on example of RemoteMachineMode (microsoft#269)

* add pycharm project files to .gitignore list

* update pylintrc to conform vscode settings

* fix RemoteMachineMode for wrong trainingServicePlatform

* Update docker file to use latest nni release (microsoft#263)

* fix bug about execDuration and endTime (microsoft#270)

* fix bug about execDuration and endTime

* modify time interval to 30 seconds

* refactor based on Gems's suggestion

* for triggering ci

* Refactor dockerfile (microsoft#264)

* refactor Dockerfile

* Support nnictl tensorboard (microsoft#268)

support tensorboard

* Sdk update (microsoft#272)

* Rename get_parameters to get_next_parameter

* annotations add get_next_parameter

* updates

* updates

* updates

* updates

* updates

* add experiment log path to experiment profile (microsoft#276)

* refactor extract reward from dict by tuner

* update Makefile for mac support, wait for aka.ms support

* refix Makefile for colorful echo

* update Makefile with shorturl

* fix false fail on mac webui

* fix cross os remote tmpdir issue

* add readonly to RemoteMachineTrainingService.remoteOS

* fix var name for PR 386

* cross platform package

* update pypi/makefile for multiple platform support

* update linux os spec

* udpate doc for installation & pypi

* update readme

* job timestamp compatibility for mac

fix bug in nnimanager (microsoft#341)

Update the version numbers from 0.3.2 to 0.3.3

Fix pypi package missing python module