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As requirement of #2390 , removed multiphase from WebUI, document, and put all trials flatten on WebUI.

1. The major change is to split trial-jobs to trials in webui, and use parameter id as part of trial id.
2. If multiphase is enabled, the limitation of trial controls job count only, not trials actually.
3. When multiphase enabled, the trial status may not be right. Previous trials in a job will be marked as success, only last trial presents the job's status.
4. multiphase related documents and UX are removed.

minor changes,
1. Update dev document for webui development.

To support Windows node in remote mode, this PR adds a layer of commands (osCommands) to deal difference between Windows and Unix-like OS. To share code, ShellExecutor is added to enrich original SshClient class.

I will implement windows version commands in next phase.

This pattern can be expanded to Local or other platform in future, so I moved related code to common folder for sharing.

Add shell support for ssh connection, so that remote script can be started with user environment.

Minor fixes,

1. Fix gpu_metrics_collector to support pyenv. As pyenv will create one more process, so that original pgrep code always got extra processes, and cannot start gpu_metrics_collector.
2. Fix NASUI failure on dev-install-node-modules, to create subfolder every time.
3. Fix MakeFile to reduce mis-created links, and other minor issues.
4. Add node --watch for nni_manager for better dev experience.

v1.5 release note

* Fix broken english in Overview

Fix a lot of akward or misleading phrasing.
Fix a few spelling errors.
Fixed past tence vs presen tense (can vs. could, supports vs supported)

* Sentences shouldn't typically begin with "and", in installation.rst

* Fixed a bit of bad grammar and awkward phrasing in Linux installation instructions.

* Additional, single correction in linux instructions.

* Fix a lot of bad grammar and phrasing in windows installation instructions

* Fix a variety of grammar and spelling problems in docker instructions

Lots of akward phrasing.
Lots of tense issues (could vs can)
Lots of spelling errors (especcially "offical")
Lots of missing articles
Docker is a proper noun and should be capitalized

* Missing article in windows install instructions.

* Change some "refer to this"s to "see here"s.

* Fix a lot of bad grammar and confusing wording in Quick Start

tab "something" should be the "something" tab.
Tense issues (e.g., Modified vs. Modify).

* Fix some akward phrasing in hyperparameter tuning directory.

* Clean up grammar and phrasing in trial setup.

* Fix broken english in tuner directory.

* Correct a bunch of bad wording throughout the Hyperparameter Tuning overview

Lots of missing articles.
Swapped out "Example usage" for "Example config", because that's what it is. Usage isn't examplified at all.
I have no idea what the note at the end of the TPE section is trying to say, so I left it untouched, but it should be changed to something that make sense.

* Fixing, as best I canm weird wording in TPE, Random Search, Anneal Tuners

Fixed many incomplete sentences and bad wording.
The first sentence in the Parallel TPE optimization section doesn't make sense to me, but I left it in case it's supposed to be that way. That sentence was copied from the blog post.

* Improve wording in naive evolution description.

* Minor changes to SMAC page wording.

* Improve some wording, but mostly formatting, on Metis Tuner page.

* Minor grammatical fix in Matis page.

* Minor edits to Batch tuner description.

* Minor fixes to gridsearch description.

* Better wording for GPTuner description.

* Fix a lot of wording in the Network Morphism description.

* Improve wording in hyperbanding description.

* Fix a lot of confusing wording, spelling, and gramatical errors in BOHB description.

* Fix a lot of confusing and some redundant wording in the PPOTunder description.

* Improve wording in Builtin Assesors overview.

* Fix some wording in Assessor overview.

* Improved some wording in Median Assessor's description.

* Improve wording and grammar on curve fitting assessor description.

* Improved some grammar and wording the the WebUI tutorial page.

* Improved wording and gammar in NAS overview.

Also deletes one redundant copy of a note that was stated twice.

* Improved grammar and wording in NAS quickstart.

* Improve much of the wording and grammar in the NAS guide.

* Replace "Requirement of classArg" with "classArgs requirements:" in two files

tuner and builtin assessor.One instance in HyperoptTuner.md and BuiltinAssessor.md.
Co-authored-by: AHartNtkn <AHartNtkn@users.noreply.github.com>

* Update FAQ.md and README.md with FAQ links.

* docs improvement

* docs improvement

* docs improvement

* docs improvement

* docs improvement

* docs improvement

* docs improvement

* docs improvement

* docs improvement

* update

* update

* fix doc build warnings

* update docstring guide

* fix doc build warning #2

* remove typing.Dict

* update

* fix dead link

* remove deprecated docs

* fix missing link warning

* fix link issue after merge

* fix docstring indentation warning

* remove trial.py

* revert commit for deadlink of outdated docs

* fix pylint error

* Update MNIST example path in docs

* revert chinese doc

* Add comprehensive tests for tuners (#1570)

* support specifying gpu for tuner and advisor

* add doc & err catch for gp-tuner: support only numerical values

* Grammar corrections

* squash commits in v1.0 first round bug bash

Implement lower bound and clarify docs for randint (#1435)

* update doc: rename button "download" to "view"