NNI dogfood version 1

src/webui/src/style/control.css

+.user{
+    background: rgb(236,240,245);
+    overflow: hidden;
+}
+.userCon{
+    width: 100%;
+    padding-left: 30px;
+    box-sizing: border-box;
+}
+/* add job */
+.addtrial{
+    width: 100%;
+}
+div.addtitle{
+    height: 64px;
+    text-align: center;
+    line-height: 64px;
+    margin-top: 16px;
+    color: #333;
+    font-size: 20px;
+}
+/* textarea margin 0 auto */
+.userInput{
+    width: 80%;
+    margin: 0 auto;
+    color: #333;
+}
+#userInputJob, #InputUpdate{
+    color: #333;
+}
+/* two btn style */
+.addBtubox{
+    width: 80%;
+    height: 30px;
+    margin: 0 auto;
+    margin-top: 10px;
+}
+.addBtubox Button{
+    float: right;
+    height: 30px;
+    color: #fff;
+    background-color: #3c8dbc;
+    border-color: #3c8dbc;
+}
+.addBtubox Button:hover, .addBtubox Button:focus{
+    background-color: #3c8dbc;
+    border-color: #3c8dbc;
+}
+/* add job btn style end */
+.updatesear{
+    line-height: 64px;
+    text-align: center;
+    margin-top: 16px;
+    color: #333;
+    font-size: 20px;
+}
+.line{
+    font-weight: bold;
+    color: rgb(60,141,188);
+    padding-right: 20px;
+}
+/* search box style */
+.searchbox{
+    width: 100%;
+}
\ No newline at end of file

src/webui/src/style/logdetail.css

+.log{
+    width: 98%;
+    margin: 10px auto;
+}
+.log pre{
+    white-space: pre-wrap;
+    color: #333;
+    border: 1px solid #e8e8e8;
+    border-top: none;
+    margin-top: -17px;
+    padding: 14px;
+}
+.marginTab{
+    margin-right: 5px;
+}
+.pai{
+    position: fixed;
+    top: 16px;
+    right: 1%;
+}
\ No newline at end of file

src/webui/src/style/para.css

+.para{
+    margin-top: 50px;
+}
+.paraCon{
+    width: 80%;
+    margin: 0 auto;
+    border: 2px solid #ccc;
+    box-shadow: 0px 2px 0px rgba(204,204,204,.8);
+}
+.paraTitle{
+    width: 100%;
+    height: 60px;
+    padding-left: 20px;
+    padding-right: 20px;
+    line-height: 60px;
+    font-size: 20px;
+    color: #333;
+    border-bottom: 1px solid #ccc;
+}
+.paraLeft{
+    float: left;
+}
+.paraRight{
+    float: right;
+    width: 60%;
+}
+.paraRight .parapercent{
+    margin-right: 10px;
+}
+/* user exchange search space yAxis */
+.paraExchange{
+    width: 100%;
+    height: 60px;
+    padding-left: 20px;
+    padding-right: 20px;
+    line-height: 60px;
+    font-size: 20px;
+    color: #333;
+}
+Button.changeBtu, Button.changeBtu:hover, Button.changeBtu:focus{
+    background-color: #3c8dbc;
+    border-color: #3c8dbc;
+}
+.paraGra{
+    position: relative;
+}
+.paraGra .paraNodata{
+    position: absolute;
+    left: 49%;
+    top: 2.5%;
+    font-size: 13px;
+    color: rgba(0, 0, 0, 0.45)
+}
\ No newline at end of file

src/webui/src/style/sessionpro.css

+.session {
+    width: 98%;
+    margin: 30px auto;
+}
+.headRow{
+    border: 1px solid red;
+}
+.boxLitt{
+    border-right: 1px solid #eee;
+}
+.box1 b{
+    font-size: 18px;
+    color: #333;
+}
+.box1 span{
+    margin-left: 10px;
+    font-size: 16px;
+    /* color: #999; */
+}
+/* long long ago */
+.session .head{
+    width: 100%;
+    height: 120px;
+    margin: 0 auto;
+    margin-bottom: 10px;
+}
+.headCon{
+    margin: 0 auto;
+}
+.session .head .headCon>div{
+    float: left;
+    width: 17%;
+    min-width: 230px;
+    height: 120px;
+    margin-right: 1.4%;
+    margin-bottom: 10px;
+}
+.session .head .headCon>div>div:first-child{
+    float: left;
+    width: 50%;
+}
+.session .head .headCon>div>div:last-child{
+    float: right;
+    width: 50%;
+}
+.session .head .headCon>div .message{
+    width: 30px;
+    height: 100%;
+    margin: 0 auto;
+    padding-left: 6px;
+    box-sizing: border-box;
+}
+.runtime{
+    padding-left: 6px;
+    box-sizing: border-box;
+}
+/* trial profile author id ... */
+.message span, .message p{
+    color: #999;
+    font-size: 14px;
+}
+.proKey {
+    padding-top: 16px;
+    padding-bottom: 10px;
+    color: #999;
+}
+.proTime{
+    padding-top: 16px;
+}
+.message .trialNum{
+    padding-top: 32px;
+}
+.session .head .headCon>div .logo{
+    width: 100%;
+    height: 100%;
+}
+.session .head .headCon>div .logo i{
+    width: 60px;
+    height: 60px;
+    line-height: 60px;
+    margin-left: 38%;
+    margin-top: 19%;
+    font-size: 38px;
+    border-radius: 50%;
+}
+/* logo color backcolor */
+.tyellow{
+    color: #FAE5B6;
+    border: 2px solid #FAE5B6;
+}
+.bone {
+    color: #9DC6E0;
+    border: 2px solid #9DC6E0;
+}
+.thrpink{
+    color: #F4C3C6;
+    border: 2px solid #F4C3C6;
+}
+.fogreen{
+    color: #B2E7CF;
+    border: 2px solid #B2E7CF;
+}
+/* four block color backcolor */
+.session .head .author{
+    background: #CEE8F7;
+    border:2px solid #B1D6E8;
+}
+.session .head .type{
+    background: #FCF5DB;
+    border:2px solid #F4EAC6;
+}
+.session .head .runtime{
+    background: #FCDEE3;
+    border:2px solid #F4C3C6;
+}
+.session .head .cdf{
+    background: #DAF6E8;
+    border:2px solid #CAEEDD;
+    margin-right: 0;
+}
+
+.messcont{
+    padding-left: 10px;
+    font-size: 14px;
+}
+.searchTitle {
+    /* font-size: 30px; */
+    color: #333;
+    margin-top: 15px;
+}
+.jsonbox>div{
+    float: left;
+    width: 45%;
+}
+.jsonbox>div:first-child{
+    margin-right: 8%;
+}
+.jsonbox .trialProfile{
+    height: 246px;
+}
+.clear{
+    clear: both;
+}
+.searchSpace{
+    height: 246px;
+}
+.searchSpace, .trialProfile{
+    padding: 5px;
+    border: 1px solid white;
+    border-radius: 15px;
+    background-color: rgba(60,141,188,.1);
+}
+.jsontree ul, .jsontree ul li{
+    background: none !important;
+}
+.selectInline{
+    margin-bottom: 15px;
+}
+.selectItem{
+    display: inline;
+    padding-right: 8px;
+}
+.ant-select{
+    width: 90px;
+}
+#description {
+    text-align: left;
+}
+/* react-json-view background */
+#description ul, #description ul li{
+    background: none !important;
+}
+.comtable{
+    width: 100%;
+    border: 1px solid #ccc;
+    padding: 23px 24px 5px 24px;
+    margin-bottom: 30px;
+}
+.tabuser1, .tabuser2{
+    color: #333;
+}
+.tabuser1, .tabuser2{
+    margin-right: 8px;
+}
+.cdf{
+    width: 100%;
+    border: 1px solid #ccc;
+}
+.cdf>div:first-child{
+    position: relative;
+}
+.cdf .addNodata{
+    position: absolute;
+    left: 48.5%;
+    top: 75%;
+    font-size: 13px;
+    color: rgba(0, 0, 0, 0.45)
+}
\ No newline at end of file

src/webui/src/style/slideBar.css

+.slider{
+    position: fixed;
+    top: 60px;
+    left: 0; 
+    background: #222d32;
+    border-right: 1px solid #ccc;
+    width: 250px;
+    height: calc(100% - (60px)); 
+    z-index: 1000;
+}
+.nav{
+    list-style: none;
+    width: 100%;
+    margin: 0;
+    padding: 0;
+  }
+.nav li{
+    width: 100%;
+    height: 40px;
+    line-height: 40px;
+    border-bottom: 1px solid rgba(255,255,255,.08);
+}
+.nav .icon{
+    padding-left: 13px;
+    padding-right: 13px;
+}
+.nav .floicon {
+    font-size: 16px;
+    float: right;
+    margin-right: 10px;
+    line-height: 40px;
+}
+.nav li a{
+    display: block;
+    width: 100%;
+    height: 40px;
+    line-height: 40px;
+    font-size: 16px;
+    text-decoration: none;
+    color: #b8c7ce;
+}
+.nav li a:hover{
+    color: white;
+    background: #1e282c;
+}
+.nav .high{
+    color: white;
+    background: #1e282c;
+}
\ No newline at end of file

src/webui/src/style/tensor.css

+/* iframe include tensorborad page */
+.tensor{
+    width: 98%;
+    height: 800px;
+    margin: 25px auto;
+}
+.tensor .title{
+    color: #333;
+    font-size: 16px;
+}
+.tensor iframe{
+    width: 100%;
+    height: 840px;
+    border: none;
+    margin-top: 10px;
+}
\ No newline at end of file

src/webui/src/style/trialStatus.css

+.hyper{
+    width: 98%;
+    margin: 30px auto;
+}
+.rungraph{
+    width: 100%;
+}
+/* add the brother selector to increase the priority */
+#tableCenter .tables th, #session .tables th{
+    background:	rgb(217,222,228);
+    /* the center of the table title */
+    text-align: center;
+    font-weight: 700;
+}
+#tableCenter .tables tr, #session .tables tr{
+    text-align: center;
+    color:#333;
+}
+pre.hyperpar{
+    text-align: left;
+}
+.tables{
+    width: 100%;
+}
+/* the color of id  */
+#tableCenter .tables .ant-table-thead .tableHead>span{
+    color: #333;
+}
+/* the position of the pagination */
+.ant-table-pagination.ant-pagination{
+    margin: 16px 0;
+    float: right;
+    margin-right: 30px; 
+}
+/* the pagination of next and prev */
+.ant-pagination-prev .ant-pagination-item-link:after{
+    content: "Previous";
+    display: block;
+    font-size: 14px;
+    color: #333;
+    padding-left: 5px;
+    padding-right: 5px;
+}
+.ant-pagination-next .ant-pagination-item-link:after {
+    content: "NEXT";
+    display: block;
+    font-size: 14px;
+    color: #333;
+    padding-left: 5px;
+    padding-right: 5px;
+}
+Button.tableButton{
+    background:	#3c8dbc;
+    border-color: #3c8dbc;
+    height: 26px;
+    line-height: 26px;
+    /* padding: 3px 4px; */
+}
+/* status bgcolor */
+.commonStyle{
+    border-radius: 3px;
+    color: white;
+}
+.RUNNING{
+    padding: 3px 8px; 
+    background: #3c8dbc;
+}
+.FAILED{
+    padding: 3px 24px;
+    background:	#dd4b39;
+}
+.USER_CANCELED{
+    padding: 3px 8px; 
+    background:	#FF4500;
+}
+.SUCCEEDED{
+    padding: 3px 6px;
+    background: #00a65a;
+}
+.UNKNOWN{
+    padding: 3px 15px;
+    background:	#FF8C00;
+}
+.SYS_CANCELED{
+    padding: 3px 24px;
+    background:	red;
+}
+.WAITING{
+    padding: 3px 24px;
+    background:	#008B8B;
+}
+.hyperpar ul, .hyperpar ul li{
+    background: none !important;
+}
+/* kill btn style: delete its own hover style */
+/* after button click the color not change */
+Button.tableButton:hover, Button.tableButton:focus{
+    background-color: #3c8dbc;
+    border-color: #3c8dbc;
+}
+
+
+

src/webui/tsconfig.json

+{
+  "compilerOptions": {
+    "outDir": "build/dist",
+    "module": "esnext",
+    "target": "esnext",
+    "lib": [
+      "esnext",
+      "dom"
+    ],
+    "sourceMap": true,
+    "allowJs": true,
+    "jsx": "react",
+    "moduleResolution": "node",
+    "rootDir": "src",
+    "forceConsistentCasingInFileNames": true,
+    "noImplicitReturns": true,
+    "noImplicitThis": true,
+    "noImplicitAny": true,
+    "strictNullChecks": true,
+    "suppressImplicitAnyIndexErrors": true,
+    "noUnusedLocals": true,
+    "baseUrl": "."
+  },
+  "exclude": [
+    "node_modules",
+    "build",
+    "scripts",
+    "acceptance-tests",
+    "webpack",
+    "jest",
+    "src/setupTests.ts"
+  ]
+}
\ No newline at end of file

src/webui/tsconfig.prod.json

+{
+    "extends": "./tsconfig.json"
+}
\ No newline at end of file

src/webui/tsconfig.test.json

+{
+  "extends": "./tsconfig.json",
+  "compilerOptions": {
+    "module": "commonjs"
+  }
+}
\ No newline at end of file

src/webui/tslint.json

+{
+    "extends": [
+        "tslint-react"
+    ],
+    "rules": {
+        "align": [
+            true,
+            "parameters",
+            "arguments",
+            "statements"
+        ],
+        "ban": false,
+        "class-name": true,
+        "comment-format": [
+            true,
+            "check-space"
+        ],
+        "curly": true,
+        "eofline": false,
+        "forin": true,
+        "indent": [
+            true,
+            "spaces"
+        ],
+        "interface-name": [
+            true,
+            "never-prefix"
+        ],
+        "jsdoc-format": true,
+        "jsx-no-lambda": false,
+        "jsx-no-multiline-js": false,
+        "label-position": true,
+        "max-line-length": [
+            true,
+            120
+        ],
+        "member-ordering": [
+            true,
+            "public-before-private",
+            "static-before-instance",
+            "variables-before-functions"
+        ],
+        "no-any": true,
+        "no-arg": true,
+        "no-bitwise": true,
+        "no-console": [
+            true,
+            "log",
+            "error",
+            "debug",
+            "info",
+            "time",
+            "timeEnd",
+            "trace"
+        ],
+        "no-consecutive-blank-lines": true,
+        "no-construct": true,
+        "no-debugger": true,
+        "no-duplicate-variable": true,
+        "no-empty": true,
+        "no-eval": true,
+        "no-shadowed-variable": true,
+        "no-string-literal": true,
+        "no-switch-case-fall-through": true,
+        "no-trailing-whitespace": false,
+        "no-unused-expression": true,
+        "no-use-before-declare": true,
+        "one-line": [
+            true,
+            "check-catch",
+            "check-else",
+            "check-open-brace",
+            "check-whitespace"
+        ],
+        "quotemark": [
+            true,
+            "single",
+            "jsx-double"
+        ],
+        "radix": true,
+        "semicolon": [
+            true,
+            "always"
+        ],
+        "switch-default": true,
+        "trailing-comma": [
+            false
+        ],
+        "triple-equals": [
+            true,
+            "allow-null-check"
+        ],
+        "typedef": [
+            true,
+            "parameter",
+            "property-declaration"
+        ],
+        "typedef-whitespace": [
+            true,
+            {
+                "call-signature": "nospace",
+                "index-signature": "nospace",
+                "parameter": "nospace",
+                "property-declaration": "nospace",
+                "variable-declaration": "nospace"
+            }
+        ],
+        "variable-name": [
+            true,
+            "ban-keywords",
+            "check-format",
+            "allow-leading-underscore",
+            "allow-pascal-case"
+        ],
+        "whitespace": [
+            true,
+            "check-branch",
+            "check-decl",
+            "check-module",
+            "check-operator",
+            "check-separator",
+            "check-type",
+            "check-typecast"
+        ]
+    }
+}
\ No newline at end of file

test/naive/expected_assessor_result.txt

+1 1
+2 7
+3 2
+5 3
+7 2
+8 3
+DONE

test/naive/expected_tuner_result.txt

+4 1048576
+6 60466176
+9 3486784401
+10 10000000000
+DONE

test/naive/local.yml

+authorName: nni
+experimentName: naive
+trialConcurrency: 3
+maxExecDuration: 1h
+maxTrialNum: 10
+#choice: local, remote
+trainingServicePlatform: local
+searchSpacePath: search_space.json
+#choice: true, false
+useAnnotation: false
+tuner:
+  tunerCommand: python naive_tuner.py
+  tunerCwd: .
+  tunerGpuNum: 0
+assessor:
+  assessorCommand: python naive_assessor.py
+  assessorCwd: .
+  assessorGpuNum: 0
+trial:
+  trialCommand: python naive_trial.py
+  trialCodeDir: .
+  trialGpuNum: 0
+#machineList can be empty if the platform is local
+machineList:
+  - ip: 
+    port: 
+    username: 
+    passwd: 

test/naive/naive_assessor.py

+import logging
+
+from nni.assessor import Assessor, AssessResult
+
+_logger = logging.getLogger('NaiveAssessor')
+_logger.info('start')
+_result = open('assessor_result.txt', 'w')
+
+class NaiveAssessor(Assessor):
+    def __init__(self):
+        self._killed = set()
+        _logger.info('init')
+
+    def assess_trial(self, trial_job_id, trial_history):
+        _logger.info('assess trial %s %s' % (trial_job_id, trial_history))
+
+        id_ = trial_history[0]
+        if id_ in self._killed:
+            return AssessResult.Bad
+
+        s = 0
+        for i, val in enumerate(trial_history):
+            s += val
+            if s % 11 == 1:
+                self._killed.add(id_)
+                _result.write('%d %d\n' % (id_, i + 1))
+                _result.flush()
+                return AssessResult.Bad
+
+        return AssessResult.Good
+
+try:
+    NaiveAssessor().run()
+    _result.write('DONE\n')
+except Exception as e:
+    _logger.exception(e)
+    _result.write('ERROR\n')
+_result.close()

test/naive/naive_trial.py

+import time
+
+import nni
+
+params = nni.get_parameters()
+print('params:', params)
+x = params['x']
+
+for i in range(1, 10):
+    nni.report_intermediate_result(x ** i)
+    time.sleep(0.5)
+
+nni.report_final_result(x ** 10)

test/naive/naive_tuner.py

+import json
+import logging
+
+from nni.tuner import Tuner
+
+_logger = logging.getLogger('NaiveTuner')
+_logger.info('start')
+_result = open('tuner_result.txt', 'w')
+
+class NaiveTuner(Tuner):
+    def __init__(self):
+        self.cur = 0
+        _logger.info('init')
+
+    def generate_parameters(self, parameter_id):
+        self.cur += 1
+        _logger.info('generate parameters: %s' % self.cur)
+        return { 'x': self.cur }
+
+    def receive_trial_result(self, parameter_id, parameters, reward):
+        _logger.info('receive trial result: %s, %s, %s' % (parameter_id, parameters, reward))
+        _result.write('%d %d\n' % (parameters['x'], reward))
+        _result.flush()
+
+    def update_search_space(self, search_space):
+        _logger.info('update_search_space: %s' % search_space)
+        with open('tuner_search_space.json', 'w') as file_:
+            json.dump(search_space, file_)
+
+try:
+    NaiveTuner().run()
+    _result.write('DONE\n')
+except Exception as e:
+    _logger.exception(e)
+    _result.write('ERROR\n')
+_result.close()

test/naive/nnictl

+#!/bin/sh
+python3 -m nnicmd.nnictl $@

test/naive/nnimanager

+#!/bin/sh
+cd ../../src/nni_manager && node dist/main.js $@