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nni
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Remove NAS UI (#4088)

This commit is contained in:
Yuge Zhang 2021-08-23 17:29:28 +08:00 коммит произвёл GitHub
Родитель 52b70bc1e4
Коммит 5d0251fc49
Не найден ключ, соответствующий данной подписи
Идентификатор ключа GPG: 4AEE18F83AFDEB23
32 изменённых файлов: 4 добавлений и 13385 удалений
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2
dependencies/recommended_gpu.txt поставляемый
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@ -5,7 +5,7 @@ tensorflow
keras == 2.4.3
torch == 1.9.0+cu111
torchvision == 0.10.0+cu111
pytorch-lightning >= 1.2.8
pytorch-lightning >= 1.4.2
onnx
peewee
graphviz

1
docs/en_US/Tutorial/SetupNniDeveloperEnvironment.rst
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@ -52,7 +52,6 @@ TypeScript (Linux and macOS)
* If ``ts/nni_manager`` is changed, run ``yarn watch`` under this folder. It will watch and build code continually. The ``nnictl`` need to be restarted to reload NNI manager.
* If ``ts/webui`` is changed, run ``yarn dev``\ , which will run a mock API server and a webpack dev server simultaneously. Use ``EXPERIMENT`` environment variable (e.g., ``mnist-tfv1-running``\ ) to specify the mock data being used. Built-in mock experiments are listed in ``src/webui/mock``. An example of the full command is ``EXPERIMENT=mnist-tfv1-running yarn dev``.
* If ``ts/nasui`` is changed, run ``yarn start`` under the corresponding folder. The web UI will refresh automatically if code is changed. There is also a mock API server that is useful when developing. It can be launched via ``node server.js``.
TypeScript (Windows)
********************

6
nni/tools/nnictl/nnictl.py
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@ -12,7 +12,7 @@ from .updater import update_searchspace, update_concurrency, update_duration, up
from .nnictl_utils import stop_experiment, trial_ls, trial_kill, list_experiment, experiment_status,\
log_trial, experiment_clean, platform_clean, experiment_list, \
monitor_experiment, export_trials_data, trial_codegen, webui_url, \
get_config, log_stdout, log_stderr, search_space_auto_gen, webui_nas, \
get_config, log_stdout, log_stderr, search_space_auto_gen, \
save_experiment, load_experiment
from .algo_management import algo_reg, algo_unreg, algo_show, algo_list
from .constants import DEFAULT_REST_PORT
@ -188,10 +188,6 @@ def parse_args():
parser_webui_url = parser_webui_subparsers.add_parser('url', help='show the url of web ui')
parser_webui_url.add_argument('id', nargs='?', help='the id of experiment')
parser_webui_url.set_defaults(func=webui_url)
parser_webui_nas = parser_webui_subparsers.add_parser('nas', help='show nas ui')
parser_webui_nas.add_argument('--port', default=6060, type=int, help='port of nas ui')
parser_webui_nas.add_argument('--logdir', default='.', type=str, help='the logdir where nas ui will read data')
parser_webui_nas.set_defaults(func=webui_nas)
#parse config command
parser_config = subparsers.add_parser('config', help='get config information')

16
nni/tools/nnictl/nnictl_utils.py
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@ -13,7 +13,6 @@ import traceback
from datetime import datetime, timezone
from subprocess import Popen
from nni.tools.annotation import expand_annotations
import nni_node # pylint: disable=wrong-import-order, import-error
from .rest_utils import rest_get, rest_delete, check_rest_server_quick, check_response
from .url_utils import trial_jobs_url, experiment_url, trial_job_id_url, export_data_url, metric_data_url
from .config_utils import Config, Experiments
@ -457,21 +456,6 @@ def webui_url(args):
experiments_dict = Experiments().get_all_experiments()
print_normal('{0} {1}'.format('Web UI url:', ' '.join(experiments_dict[experiment_id].get('webuiUrl'))))
def webui_nas(args):
'''launch nas ui'''
print_normal('Starting NAS UI...')
try:
entry_dir = nni_node.__path__[0]
entry_file = os.path.join(entry_dir, 'nasui', 'server.js')
if sys.platform == 'win32':
node_command = os.path.join(entry_dir, 'node.exe')
else:
node_command = os.path.join(entry_dir, 'node')
cmds = [node_command, '--max-old-space-size=4096', entry_file, '--port', str(args.port), '--logdir', args.logdir]
subprocess.run(cmds, cwd=entry_dir)
except KeyboardInterrupt:
pass
def local_clean(directory):
'''clean up local data'''
print_normal('removing folder {0}'.format(directory))

2
nni/tools/trial_tool/trial_keeper.py
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@ -136,7 +136,7 @@ def trial_keeper_help_info(*args):
def check_version(args):
try:
trial_keeper_version = pkg_resources.get_distribution('nni').version
except pkg_resources.ResolutionError as err:
except pkg_resources.ResolutionError:
# package nni does not exist, try nni-tool package
nni_log(LogType.Error, 'Package nni does not exist!')
os._exit(1)

2
nni/tools/trial_tool/trial_runner.py
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@ -103,7 +103,7 @@ def trial_runner_help_info(*args):
def check_version(args):
try:
trial_runner_version = pkg_resources.get_distribution('nni').version
except pkg_resources.ResolutionError as err:
except pkg_resources.ResolutionError:
# package nni does not exist, try nni-tool package
nni_log(LogType.Error, 'Package nni does not exist!')
os._exit(1)

5
pipelines/fast-test.yml
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@ -191,8 +191,6 @@ stages:
set -e
cd ts/nni_manager
yarn test
cd ../nasui
CI=true yarn test
displayName: TypeScript unit test
- task: PublishTestResults@2
@ -295,8 +293,6 @@ stages:
set -e
cd ts/nni_manager
yarn test
cd ../nasui
CI=true yarn test
displayName: TypeScript unit test
- job: macos
@ -356,7 +352,6 @@ stages:
set -e
export CI=true
(cd ts/nni_manager && yarn test --exclude test/core/nnimanager.test.ts)
(cd ts/nasui && yarn test)
displayName: TypeScript unit test
- script: |

1
pipelines/full-test-linux.yml
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@ -46,7 +46,6 @@ jobs:
export PATH=$PATH:$PWD/toolchain/yarn/bin
export CI=true
(cd ts/nni_manager && yarn test)
(cd ts/nasui && yarn test)
displayName: Unit test
continueOnError: true

14
setup_ts.py
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@ -149,10 +149,6 @@ def compile_ts():
_yarn('ts/webui')
_yarn('ts/webui', 'build')
_print('Building NAS UI')
_yarn('ts/nasui')
_yarn('ts/nasui', 'build')
_print('Building JupyterLab extension')
_yarn('ts/jupyter_extension')
_yarn('ts/jupyter_extension', 'build')
@ -172,10 +168,6 @@ def symlink_nni_node():
_symlink('ts/webui/build', 'nni_node/static')
Path('nni_node/nasui').mkdir(exist_ok=True)
_symlink('ts/nasui/build', 'nni_node/nasui/build')
_symlink('ts/nasui/server.js', 'nni_node/nasui/server.js')
_symlink('ts/jupyter_extension/dist', 'nni_node/jupyter-extension')
@ -207,10 +199,6 @@ def copy_nni_node(version):
shutil.copytree('ts/webui/build', 'nni_node/static')
Path('nni_node/nasui').mkdir(exist_ok=True)
shutil.copytree('ts/nasui/build', 'nni_node/nasui/build')
shutil.copyfile('ts/nasui/server.js', 'nni_node/nasui/server.js')
shutil.copytree('ts/jupyter_extension/dist', 'nni_node/jupyter-extension')
@ -245,8 +233,6 @@ generated_files = [
'ts/nni_manager/node_modules',
'ts/webui/build',
'ts/webui/node_modules',
'ts/nasui/build',
'ts/nasui/node_modules',
# unit test
'ts/nni_manager/.nyc_output',

35
test/scripts/unittest.ps1
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@ -1,35 +0,0 @@
$CWD = $PWD
$ErrorActionPreference = "Stop"
# -------------For python unittest-------------
## ------Run annotation test------
echo ""
echo "===========================Testing: nni_annotation==========================="
cd $CWD/../tools/
cmd /c "python -m unittest -v nni_annotation/test_annotation.py 2>&1"
if ($LASTEXITCODE -ne 0) {
throw "Exit code $LASTEXITCODE"
}
## Export certain environment variables for unittest code to work
$env:NNI_TRIAL_JOB_ID="test_trial_job_id"
$env:NNI_PLATFORM="unittest"
## ------Run sdk test------
echo ""
echo "===========================Testing: nni_sdk==========================="
cd $CWD/../src/sdk/pynni/
cmd /c "python -m unittest discover -v tests 2>&1"
if ($LASTEXITCODE -ne 0) {
throw "Exit code $LASTEXITCODE"
}
# -------------For typescript unittest-------------
cd $CWD/../src/nni_manager
echo ""
echo "===========================Testing: nni_manager==========================="
cmd /c "npm run test 2>&1"
# don't check now. adding back later.
# if ($LASTEXITCODE -ne 0) {
# throw "Exit code $LASTEXITCODE"
# }

39
test/scripts/unittest.sh
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@ -1,39 +0,0 @@
#!/bin/bash
set -e
CWD=${PWD}
# -------------For python unittest-------------
## ------Run annotation test------
echo ""
echo "===========================Testing: nni_annotation==========================="
#cd ${CWD}/../tools/
#python3 -m unittest -v nni_annotation/test_annotation.py
## Export certain environment variables for unittest code to work
export NNI_TRIAL_JOB_ID=test_trial_job_id
export NNI_PLATFORM=unittest
## ------Run sdk test------
echo ""
echo "===========================Testing: nni_sdk==========================="
#cd ${CWD}/../src/sdk/pynni/
#python3 -m unittest discover -v tests
# -------------For typescript unittest-------------
#cd ${CWD}/../ts/nni_manager
echo ""
echo "===========================Testing: nni_manager==========================="
#npm run test
# -------------For NASUI unittest-------------
#cd ${CWD}/../ts/nasui
echo ""
echo "===========================Testing: nasui==========================="
#CI=true npm test
## ------Run nnictl unit test------
echo ""
echo "===========================Testing: nnictl==========================="
#cd ${CWD}/../tools/nni_cmd/
#python3 -m unittest discover -v tests

23
ts/nasui/.gitignore поставляемый
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@ -1,23 +0,0 @@
# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
# dependencies
/node_modules
/.pnp
.pnp.js
# testing
/coverage
# production
/build
# misc
.DS_Store
.env.local
.env.development.local
.env.test.local
.env.production.local
npm-debug.log*
yarn-debug.log*
yarn-error.log*

1
ts/nasui/assets/darts/graph.json
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471
ts/nasui/assets/darts/log
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@ -1,471 +0,0 @@
{"normal_n2_p0": [0.12510386109352112, 0.12485166639089584, 0.12512625753879547, 0.1251252144575119, 0.12483733147382736, 0.12520696222782135, 0.12489466369152069], "normal_n2_p1": [0.12507133185863495, 0.124919593334198, 0.12500512599945068, 0.12506766617298126, 0.12498264014720917, 0.12506002187728882, 0.12494023144245148], "normal_n2_switch": [1.0, 1.0], "normal_n3_p0": [0.12490281462669373, 0.12479543685913086, 0.1250968724489212, 0.12525472044944763, 0.12493947893381119, 0.12512518465518951, 0.1251320093870163], "normal_n3_p1": [0.12498760223388672, 0.1251496523618698, 0.12476114928722382, 0.12501442432403564, 0.12514783442020416, 0.1250101923942566, 0.12494546175003052], "normal_n3_p2": [0.1251061111688614, 0.12500056624412537, 0.12485210597515106, 0.12504033744335175, 0.12496867030858994, 0.12513908743858337, 0.12508165836334229], "normal_n3_switch": [1.0, 1.0, 1.0], "reduce_n2_p0": [0.12500125169754028, 0.12500613927841187, 0.1251392513513565, 0.12500467896461487, 0.12502941489219666, 0.12501515448093414, 0.12488263845443726], "reduce_n2_p1": [0.12488404661417007, 0.12525683641433716, 0.12508556246757507, 0.12499736249446869, 0.12479124218225479, 0.1250343918800354, 0.12493032962083817], "reduce_n2_switch": [1.0, 1.0], "reduce_n3_p0": [0.1247958093881607, 0.1248902678489685, 0.1250632405281067, 0.12503990530967712, 0.12521472573280334, 0.12494466453790665, 0.12501908838748932], "reduce_n3_p1": [0.12522971630096436, 0.12477587163448334, 0.12505051493644714, 0.12483099102973938, 0.12520042061805725, 0.12502186000347137, 0.12500840425491333], "reduce_n3_p2": [0.1251133531332016, 0.12500400841236115, 0.12492494285106659, 0.12494467198848724, 0.12503154575824738, 0.12514102458953857, 0.12480618804693222], "reduce_n3_switch": [1.0, 1.0, 1.0]}
{"normal_n2_p0": [0.22040978074073792, 0.21996545791625977, 0.22044862806797028, 0.029835037887096405, 0.21993781626224518, 0.0298539437353611, 0.02977948635816574], "normal_n2_p1": [0.036833565682172775, 0.03678881376981735, 0.03681403771042824, 0.036832425743341446, 0.036807820200920105, 0.2721386253833771, 0.27187851071357727], "normal_n2_switch": [1.0, 1.0], "normal_n3_p0": [0.271801620721817, 0.036753565073013306, 0.272222638130188, 0.03688819333910942, 0.27188050746917725, 0.036850783973932266, 0.03685220330953598], "normal_n3_p1": [0.18498635292053223, 0.025067873299121857, 0.18464958667755127, 0.1850253939628601, 0.18522357940673828, 0.02503989264369011, 0.025026939809322357], "normal_n3_p2": [0.2721053957939148, 0.036794766783714294, 0.03675107657909393, 0.03680647909641266, 0.2718069553375244, 0.27217763662338257, 0.03681858628988266], "normal_n3_switch": [1.0, 1.0, 1.0], "reduce_n2_p0": [0.036815427243709564, 0.03681686148047447, 0.0368560291826725, 0.2720373570919037, 0.2720905542373657, 0.03681948781013489, 0.2717720866203308], "reduce_n2_p1": [0.18483209609985352, 0.1853839010000229, 0.025054868310689926, 0.02503717504441738, 0.18469418585300446, 0.18505442142486572, 0.18490076065063477], "reduce_n2_switch": [1.0, 1.0], "reduce_n3_p0": [0.18474158644676208, 0.18488161265850067, 0.18513856828212738, 0.025051314383745193, 0.025086242705583572, 0.18496134877204895, 0.025047043338418007], "reduce_n3_p1": [0.27247658371925354, 0.27148953080177307, 0.03682326152920723, 0.03675856068730354, 0.036867573857307434, 0.03681477531790733, 0.2719956636428833], "reduce_n3_p2": [0.18511852622032166, 0.18498879671096802, 0.18487109243869781, 0.1849009096622467, 0.025041405111551285, 0.02506314404308796, 0.024996018037199974], "reduce_n3_switch": [1.0, 1.0, 1.0]}
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ts/nasui/assets/naive/graph.json
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ts/nasui/assets/naive/log
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{"LayerChoice1": [0.002110752509906888, 0.976581335067749], "LayerChoice2": [0.07904241234064102, 0.6251699328422546], "InputChoice3": [1.0]}

53
ts/nasui/package.json
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@ -1,53 +0,0 @@
{
"name": "nasnni-vis-ts",
"version": "0.1.0",
"private": true,
"dependencies": {
"@material-ui/core": "^4.9.3",
"@material-ui/icons": "^4.9.1",
"cytoscape": "^3.14.0",
"cytoscape-dagre": "^2.2.2",
"cytoscape-panzoom": "^2.5.3",
"express": "^4.17.1",
"lodash": "^4.17.15",
"react": "^16.12.0",
"react-dom": "^16.12.0",
"react-scripts": "3.4.0",
"typeface-roboto": "^0.0.75",
"typescript": "~3.7.2"
},
"scripts": {
"start": "react-scripts start",
"build": "react-scripts build",
"eject": "react-scripts eject",
"test": "react-scripts test",
"backend": "node server.js"
},
"eslintConfig": {
"extends": "react-app"
},
"browserslist": {
"production": [
">0.2%",
"not dead",
"not op_mini all"
],
"development": [
"last 1 chrome version",
"last 1 firefox version",
"last 1 safari version"
]
},
"devDependencies": {
"@testing-library/jest-dom": "^4.2.4",
"@testing-library/react": "^9.3.2",
"@testing-library/user-event": "^7.1.2",
"@types/cytoscape": "^3.14.0",
"@types/jest": "^24.0.0",
"@types/lodash": "^4.14.149",
"@types/node": "^12.0.0",
"@types/react": "^16.9.0",
"@types/react-dom": "^16.9.0"
},
"proxy": "http://localhost:8080"
}

Двоичные данные
ts/nasui/public/icon.png
Просмотреть файл

Двоичный файл не отображается.
Режим "рядом"

До

Ширина:  |  Высота:  |  Размер: 2.2 KiB

24
ts/nasui/public/index.html
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@ -1,24 +0,0 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<link rel="icon" href="%PUBLIC_URL%/icon.png" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="theme-color" content="#000000" />
<title>NNI NAS Board</title>
</head>
<body>
<noscript>You need to enable JavaScript to run this app.</noscript>
<div id="root"></div>
<!--
This HTML file is a template.
If you open it directly in the browser, you will see an empty page.
You can add webfonts, meta tags, or analytics to this file.
The build step will place the bundled scripts into the <body> tag.
To begin the development, run `npm start` or `yarn start`.
To create a production bundle, use `npm run build` or `yarn build`.
-->
</body>
</html>

27
ts/nasui/server.js
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@ -1,27 +0,0 @@
const express = require('express');
const path = require('path');
const fs = require('fs');
const app = express();
const argv = require('minimist')(process.argv.slice(2));
const port = argv.port || 8080;
const logdir = argv.logdir || './mockdata';
app.use(express.static(path.join(__dirname, 'build')));
app.get('/', (req, res) => {
res.sendFile(path.join(__dirname, 'build', 'index.html'));
});
app.get('/refresh', (req, res) => {
const graph = fs.readFileSync(path.join(logdir, 'graph.json'), 'utf8');
const log = fs.readFileSync(path.join(logdir, 'log'), 'utf-8')
.split('\n')
.filter(Boolean)
.map(JSON.parse);
res.send({
'graph': JSON.parse(graph),
'log': log,
});
});
app.listen(port, '0.0.0.0', () => {
console.log(`NNI NAS board is running on port ${port}, logdir is ${logdir}.`);
});

38
ts/nasui/src/App.css
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@ -1,38 +0,0 @@
svg {
overflow: hidden;
}
.node {
white-space: nowrap;
}
.node.input rect, .node.output rect {
fill: #9d0f0f;
}
.node.hub rect {
fill: #0f309d;
}
.node.blob rect {
fill: #0F9D58;
}
.node text {
fill: #fff;
font-family: "Roboto", "Helvetica", "Arial", sans-serif;
font-weight: 500;
}
.cluster rect {
stroke: #333;
fill: #000;
fill-opacity: 0.1;
stroke-width: 1.5px;
}
.edgePath path.path {
stroke: #333;
stroke-width: 1.5px;
fill: none;
}

366
ts/nasui/src/App.tsx
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@ -1,366 +0,0 @@
import React, { ChangeEvent } from 'react';
import './App.css';
import 'typeface-roboto';
import { createStyles, withStyles } from '@material-ui/core/styles';
import AppBar from '@material-ui/core/AppBar';
import Button from '@material-ui/core/Button';
import Grid from '@material-ui/core/Grid';
import IconButton from '@material-ui/core/IconButton';
import Slider from '@material-ui/core/Slider';
import Toolbar from '@material-ui/core/Toolbar';
import Typography from '@material-ui/core/Typography';
import RefreshIcon from '@material-ui/icons/Refresh';
import SettingsIcon from '@material-ui/icons/Settings';
import CloseIcon from '@material-ui/icons/Close';
import ShuffleIcon from '@material-ui/icons/Shuffle';
import Snackbar from '@material-ui/core/Snackbar';
import FormControl from '@material-ui/core/FormControl';
import FormControlLabel from '@material-ui/core/FormControlLabel';
import FormGroup from '@material-ui/core/FormGroup';
import Checkbox from '@material-ui/core/Checkbox';
import Dialog from '@material-ui/core/Dialog';
import DialogTitle from '@material-ui/core/DialogTitle';
import DialogContent from '@material-ui/core/DialogContent';
import DialogActions from '@material-ui/core/DialogActions';
import MuiExpansionPanel from '@material-ui/core/ExpansionPanel';
import MuiExpansionPanelSummary from '@material-ui/core/ExpansionPanelSummary';
import MuiExpansionPanelDetails from '@material-ui/core/ExpansionPanelDetails';
import ExpandMoreIcon from '@material-ui/icons/ExpandMore';
import List from '@material-ui/core/List';
import ListItem from '@material-ui/core/ListItem';
import Backdrop from '@material-ui/core/Backdrop';
import Tooltip from '@material-ui/core/Tooltip';
import Chart from './Chart';
import { Graph } from './graphUtils';
const styles = createStyles({
bottomAppBar: {
top: 'auto',
bottom: 0,
zIndex: 'auto',
},
title: {
flexGrow: 1,
textAlign: 'left'
},
panel: {
position: 'absolute',
top: 76,
right: 16,
width: 400,
},
listItem: {
paddingLeft: 0,
paddingRight: 0,
paddingTop: 2,
paddingBottom: 2,
fontSize: '0.8em',
wordBreak: 'break-all',
},
listSubtitle: {
fontWeight: 600,
paddingLeft: 0,
paddingRight: 0,
fontSize: '0.9em',
},
listTitle: {
lineHeight: 1.1,
wordBreak: 'break-all'
},
backdrop: {
color: '#fff',
zIndex: 100,
},
snackbar: {
bottom: 76
}
});
const ExpansionPanel = withStyles({
root: {
'&$expanded': {
margin: 'auto',
},
},
expanded: {},
})(MuiExpansionPanel);
const ExpansionPanelSummary = withStyles({
root: {},
content: {
'&$expanded': {
margin: '12px 0',
},
},
expanded: {},
})(MuiExpansionPanelSummary);
const ExpansionPanelDetails = withStyles(theme => ({
root: {
paddingTop: 0,
paddingBottom: theme.spacing(1),
},
}))(MuiExpansionPanelDetails);
type AppState = {
graph: Graph | undefined,
graphData: any,
logData: any[],
sliderValue: number,
maxSliderValue: number,
sliderStep: number,
settingsOpen: boolean,
hideSidechainNodes: boolean,
hidePrimitiveNodes: boolean,
snackbarOpen: boolean,
selectedNode: string,
loading: boolean,
layout: boolean,
}
type AppProps = {
classes: any
}
class App extends React.Component<AppProps, AppState> {
constructor(props: any) {
super(props);
this.state = {
graph: undefined,
graphData: undefined,
logData: [],
sliderValue: 0,
maxSliderValue: 0,
sliderStep: 1,
settingsOpen: false,
hideSidechainNodes: true,
hidePrimitiveNodes: true,
selectedNode: '',
loading: false,
snackbarOpen: false,
layout: false,
};
this.refresh = this.refresh.bind(this);
}
componentDidMount() {
this.refresh();
}
refresh() {
this.setState({ loading: true });
fetch('/refresh')
.then((response) => { return response.json() })
.then((data) => {
const graph = new Graph(data.graph, this.state.hideSidechainNodes);
this.setState({
graphData: data.graph,
graph: graph,
logData: data.log,
maxSliderValue: data.log.length - 1,
sliderStep: Math.max(1, Math.floor(data.log.length / 20)),
sliderValue: Math.min(data.log.length, this.state.sliderValue),
loading: false,
snackbarOpen: graph.nodes.length > 100
});
});
}
private renderExpansionPanel() {
const { classes } = this.props;
const { selectedNode, graph } = this.state;
if (graph === undefined)
return null;
const info = graph.nodeSummary(selectedNode);
if (info === undefined)
return null;
const subtitle = info.op ?
(info.op === 'IO Node' ? info.op : `Operation: ${info.op}`) :
`Subgraph: ${info.nodeCount} nodes, ${info.edgeCount} edges`;
return (
<ExpansionPanel className={classes.panel}>
<ExpansionPanelSummary
expandIcon={<ExpandMoreIcon />}
>
<Typography variant='subtitle1' className={classes.listTitle}><b>{info.name}</b><br />{subtitle}</Typography>
</ExpansionPanelSummary>
<ExpansionPanelDetails>
<List dense={true} style={{
maxHeight: window.innerHeight * .5,
overflowY: 'auto',
paddingTop: 0,
width: '100%'
}}>
{
info.attributes &&
<React.Fragment>
<ListItem className={classes.listSubtitle}>Attributes</ListItem>
<ListItem className={classes.listItem}>{info.attributes}</ListItem>
</React.Fragment>
}
{
info.inputs.length > 0 &&
<React.Fragment>
<ListItem className={classes.listSubtitle}>Inputs ({info.inputs.length})</ListItem>
{
info.inputs.map((item, i) => <ListItem className={classes.listItem} key={`input${i}`}>{item}</ListItem>)
}
</React.Fragment>
}
{
info.outputs.length > 0 &&
<React.Fragment>
<ListItem className={classes.listSubtitle}>Outputs ({info.outputs.length})</ListItem>
{
info.outputs.map((item, i) => <ListItem className={classes.listItem} key={`output${i}`}>{item}</ListItem>)
}
</React.Fragment>
}
</List>
</ExpansionPanelDetails>
</ExpansionPanel>
);
}
render() {
const { classes } = this.props;
const { sliderValue, maxSliderValue, sliderStep, settingsOpen, loading, snackbarOpen } = this.state;
const handleSliderChange = (event: ChangeEvent<{}>, value: number | number[]) => {
this.setState({ sliderValue: value as number });
};
const handleSettingsDialogToggle = (value: boolean) => () => {
this.setState({ settingsOpen: value });
};
const handleSettingsChange = (name: string) => (event: React.ChangeEvent<HTMLInputElement>) => {
this.setState({
...this.state,
[name]: event.target.checked
}, () => {
this.setState({
graph: new Graph(this.state.graphData, this.state.hideSidechainNodes),
})
});
};
const handleSelectionChange = (node: string) => {
this.setState({
selectedNode: node
});
};
const handleLoadingState = (state: boolean) => () => {
this.setState({ loading: state });
};
const handleSnackbarClose = () => {
this.setState({ snackbarOpen: false });
};
const handleLayoutStateChanged = (state: boolean) => () => {
this.setState({ layout: state });
};
return (
<div className='App'>
<Chart
width={window.innerWidth}
height={window.innerHeight}
graph={this.state.graph}
activation={sliderValue < this.state.logData.length ? this.state.logData[sliderValue] : undefined}
handleSelectionChange={handleSelectionChange}
onRefresh={handleLoadingState(true)}
onRefreshComplete={handleLoadingState(false)}
layout={this.state.layout}
onLayoutComplete={handleLayoutStateChanged(false)}
/>
<AppBar position='fixed' color='primary'>
<Toolbar>
<Typography variant='h6' className={classes.title}>
NNI NAS Board
</Typography>
<Tooltip title="Re-layout graph">
<IconButton color='inherit' onClick={handleLayoutStateChanged(true)}>
<ShuffleIcon />
</IconButton>
</Tooltip>
<Tooltip title="Refresh">
<IconButton color='inherit' onClick={this.refresh}>
<RefreshIcon />
</IconButton>
</Tooltip>
<Tooltip title="Settings">
<IconButton color='inherit' onClick={handleSettingsDialogToggle(true)}>
<SettingsIcon />
</IconButton>
</Tooltip>
</Toolbar>
</AppBar>
<AppBar position='fixed' color='default' className={classes.bottomAppBar}>
<Toolbar variant='dense'>
<Grid container spacing={2} alignItems='center'>
<Grid item xs>
<Slider
value={sliderValue}
max={maxSliderValue}
min={0}
step={sliderStep}
onChange={handleSliderChange}
/>
</Grid>
<Grid item>
<Typography variant='body1'>
{sliderValue}/{maxSliderValue}
</Typography>
</Grid>
</Grid>
</Toolbar>
</AppBar>
<Dialog onClose={handleSettingsDialogToggle(false)} open={settingsOpen}>
<DialogTitle>Settings</DialogTitle>
<DialogContent>
<FormControl component='fieldset'>
<FormGroup>
<FormControlLabel
control={<Checkbox checked={this.state.hideSidechainNodes}
onChange={handleSettingsChange('hideSidechainNodes')}
value='hideSidechainNodes' />}
label='Hide sidechain nodes'
/>
{ // TODO: hide primitive nodes
/* <FormControlLabel
control={<Checkbox checked={this.state.hidePrimitiveNodes}
onChange={handleSettingsChange('hidePrimitiveNodes')}
value='hidePrimitiveNodes' />}
label='Hide primitive nodes'
/> */}
</FormGroup>
</FormControl>
</DialogContent>
<DialogActions>
<Button onClick={handleSettingsDialogToggle(false)} color='primary'>
Close
</Button>
</DialogActions>
</Dialog>
{this.renderExpansionPanel()}
<Snackbar
className={classes.snackbar}
anchorOrigin={{
vertical: 'bottom',
horizontal: 'left',
}}
open={snackbarOpen}
message='Graph is too large. Might induce performance issue.'
onClose={handleSnackbarClose}
action={
<IconButton size='small' color='inherit' onClick={handleSnackbarClose}>
<CloseIcon fontSize='small' />
</IconButton>
}
/>
{
loading && <Backdrop className={classes.backdrop} open={true}>
<Typography>Loading...</Typography>
</Backdrop>
}
</div>
);
}
}
export default withStyles(styles)(App);

309
ts/nasui/src/Chart.tsx
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@ -1,309 +0,0 @@
import React, { createRef } from 'react';
import cytoscape from 'cytoscape';
import dagre from 'cytoscape-dagre';
import lodash from 'lodash';
import { Graph, NodeTs } from './graphUtils';
cytoscape.use(dagre);
type ChartProps = {
width: number,
height: number,
graph: Graph | undefined,
activation: any,
handleSelectionChange: (_: string) => void,
onRefresh: () => void,
onRefreshComplete: () => void,
layout: boolean,
onLayoutComplete: () => void,
}
const styles = [
{
selector: ':active',
style: {
'overlay-opacity': 0.1,
}
},
{
selector: 'node',
style: {
'shape': 'round-rectangle',
'width': 'label',
'height': 'label',
'content': 'data(label)',
'text-wrap': 'wrap',
'text-valign': 'center',
'text-halign': 'center',
'font-family': '"Roboto", "Helvetica", "Arial", sans-serif',
'font-size': 20,
'padding-left': '8px',
'padding-right': '8px',
'padding-top': '8px',
'padding-bottom': '8px',
'background-color': '#000',
'background-opacity': 0.02,
'border-color': '#555',
'border-width': '2px',
}
},
{
selector: 'node.op',
style: {
'background-color': '#fafafa',
'background-opacity': 1,
}
},
{
selector: 'node:selected',
style: {
'border-width': '4px',
'border-color': '#101010',
}
},
{
selector: 'edge',
style: {
'curve-style': 'bezier',
'target-arrow-shape': 'triangle',
'line-color': '#555',
'target-arrow-color': '#555'
}
},
{
selector: 'node.compound',
style: {
'shape': 'roundrectangle',
'text-valign': 'top',
'padding-top': '30px',
'padding-bottom': '10px',
'padding-right': '10px',
'padding-left': '10px',
}
}
];
export default class Chart extends React.Component<ChartProps> {
container = createRef<HTMLDivElement>();
zoom: any;
collapseInstance: any;
cyInstance: cytoscape.Core | null = null;
expandSet: Set<string> = new Set<string>();
elemWeight: Map<string, number> = new Map<string, number>();
graphEl: any[] = [];
private firstUpdate = true;
componentDidMount() {
this.cyInstance = cytoscape({
container: this.container.current,
elements: [],
style: styles as any,
wheelSensitivity: 0.1,
});
let singleClickedNodes = new Set<string>();
this.cyInstance!.off('click');
this.cyInstance!.on('click', (e: cytoscape.EventObject) => {
if (e.target.id) {
let nodeId = e.target.id();
if (singleClickedNodes.has(nodeId)) {
singleClickedNodes.delete(nodeId);
e.target.trigger('dblclick');
} else {
singleClickedNodes.add(nodeId);
setTimeout(() => { singleClickedNodes.delete(nodeId); }, 300);
}
}
});
this.cyInstance!.on('dblclick', (e: cytoscape.EventObject) => {
const nodeId = e.target.id();
const node = this.props.graph!.getNodeById(nodeId);
if (node !== undefined && node.isParent()) {
if (this.expandSet.has(nodeId)) {
this.expandSet.delete(nodeId);
} else {
this.expandSet.add(nodeId);
}
this.renderGraph(false);
}
});
this.cyInstance!.on('select', (e: cytoscape.EventObject) => {
this.props.handleSelectionChange(e.target.id());
});
this.renderGraph(true);
}
componentDidUpdate(prevProps: ChartProps) {
if (prevProps.graph === this.props.graph) {
if (prevProps.width === this.props.width &&
prevProps.height === this.props.height) {
if (this.props.layout) {
this.props.onLayoutComplete();
this.reLayout();
}
if (prevProps.activation !== this.props.activation) {
// perhaps only display step is changed
this.applyMutableWeight();
}
} else {
// something changed, re-render
this.renderGraph(false);
}
} else {
// re-calculate collapse
this.renderGraph(true, this.firstUpdate);
this.firstUpdate = false;
}
}
private graphElements() {
let graphElements: any[] = [];
const { graph } = this.props;
if (graph === undefined)
return [];
const collapseMap = new Map<string, string>();
const traverse = (node: NodeTs, top: NodeTs | undefined) => {
collapseMap.set(node.id, top === undefined ? node.id : top.id);
if (node.id && (top === undefined || node === top)) {
// not root and will display
const isCompound = node.isParent() && this.expandSet.has(node.id);
let data: any = {
id: node.id,
label: node.op ? node.op : node.tail,
};
if (node.parent !== undefined)
data.parent = node.parent.id;
const classes = [];
if (isCompound) classes.push('compound');
if (node.op) classes.push('op');
graphElements.push({
data: data,
classes: classes
});
}
for (const child of node.children)
traverse(child, node.id && top === undefined && !this.expandSet.has(node.id) ? node : top);
}
traverse(graph.root, undefined);
graph.edges.forEach(edge => {
const [srcCollapse, trgCollapse] = [edge.source, edge.target].map((node) => collapseMap.get(node.id)!);
if (edge.source !== edge.target && srcCollapse === trgCollapse) {
return;
}
graphElements.push({
data: {
id: edge.id,
source: srcCollapse,
target: trgCollapse
}
});
});
return graphElements;
}
private applyMutableWeight() {
const { graph, activation } = this.props;
if (graph === undefined || activation === undefined)
return;
const weights = graph.weightFromMutables(activation);
weights.forEach((weight, elem) => {
if (this.elemWeight.get(elem) !== weight) {
this.cyInstance!.getElementById(elem).style({
opacity: 0.2 + 0.8 * weight
});
}
});
this.elemWeight = weights;
}
private graphElDifference(prev: any[], next: any[]): [Set<string>, any] {
const tracedElements = new Set(prev.map(ele => ele.data.id));
const prevMap = new Map(prev.map(ele => [ele.data.id, ele]));
const nextMap = new Map(next.map(ele => [ele.data.id, ele]));
const addedEles: any = [];
nextMap.forEach((val, k) => {
const prevEle = prevMap.get(k);
if (prevEle === undefined) {
addedEles.push(val);
} else if (!lodash.isEqual(val, prevEle)) {
tracedElements.delete(k);
addedEles.push(val);
} else {
tracedElements.delete(k);
}
});
return [tracedElements, addedEles];
}
private reLayout() {
this.props.onRefresh();
const _render = () => {
const layout: any = {
name: 'dagre'
};
this.cyInstance!.layout(layout).run();
this.props.onRefreshComplete();
};
setTimeout(_render, 100);
}
private renderGraph(graphChanged: boolean, fit: boolean = false) {
const { graph } = this.props;
if (graph === undefined)
return;
this.props.onRefresh();
const _render = () => {
if (graphChanged)
this.expandSet = lodash.cloneDeep(graph.defaultExpandSet);
const graphEl = this.graphElements();
const [remove, add] = this.graphElDifference(this.graphEl, graphEl);
const layout: any = {
name: 'dagre'
};
if (graphEl.length > 100) {
if (remove.size > 0) {
const removedEles = this.cyInstance!.elements().filter(ele => remove.has(ele.id()));
this.cyInstance!.remove(removedEles);
}
if (add.length > 0) {
const eles = this.cyInstance!.add(add);
this.cyInstance!.json({
elements: graphEl
});
if (!fit) {
layout.fit = false;
}
eles.layout(layout).run();
}
} else {
this.cyInstance!.json({
elements: graphEl
});
this.cyInstance!.layout(layout).run();
}
this.applyMutableWeight();
this.graphEl = graphEl;
this.props.onRefreshComplete();
};
if (graph.nodes.length > 100)
setTimeout(_render, 100);
else
_render();
}
render() {
return (
<div className='container' ref={this.container}
style={{
left: 0,
top: 0,
position: 'absolute',
width: this.props.width - 15,
height: this.props.height,
overflow: 'hidden'
}}>
</div>
);
}
}

26
ts/nasui/src/__tests__/graphUtils.ts
Просмотреть файл

@ -1,26 +0,0 @@
import { Graph } from '../graphUtils';
import * as fs from 'fs';
describe('Graph utils test', () => {
it('Graph constructor darts', () => {
const graph = new Graph(JSON.parse(fs.readFileSync('assets/darts/graph.json').toString()), true);
const activation = JSON.parse(fs.readFileSync('assets/darts/log').toString().split('\n')[0]);
expect(graph.nodes.length).toEqual(1842);
expect(graph.edges.length).toEqual(927);
const weights = graph.weightFromMutables(activation);
expect(weights.get('["CNN/ModuleList[cells]/Cell[1]/ModuleList[mutable_ops]/Node[0]/InputChoice[input_switch]/input.228",' +
'"CNN/ModuleList[cells]/Cell[1]/ModuleList[mutable_ops]/Node[1]/ModuleList[ops]/' +
'LayerChoice[2]/PoolBN[maxpool]/MaxPool2d[pool]/input.229"]')).toBeCloseTo(0.125, 3);
});
it('Graph constructor naive', () => {
const graph = new Graph(JSON.parse(fs.readFileSync('assets/naive/graph.json').toString()), true);
expect(graph.nodes.length).toEqual(51);
expect(graph.edges.length).toEqual(37);
expect(graph.mutableEdges.get('LayerChoice1')![0].length).toEqual(5);
expect(graph.mutableEdges.get('LayerChoice1')![1].length).toEqual(5);
expect(graph.mutableEdges.get('LayerChoice2')![0].length).toEqual(5);
expect(graph.mutableEdges.get('LayerChoice2')![1].length).toEqual(5);
expect(graph.mutableEdges.get('InputChoice3')![0].length).toEqual(4);
});
});

426
ts/nasui/src/graphUtils.ts
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@ -1,426 +0,0 @@
function path2module(path: any[]): string {
return path.map(p => p.name ? `${p.type}[${p.name}]` : p.type).join('/');
}
function opName(rawName: string): string {
if (rawName.includes('::')) {
return rawName.split('::')[1];
} else {
return rawName;
}
}
export class NodeTs {
readonly id: string;
readonly tail: string;
parent: NodeTs | undefined;
children: NodeTs[];
op: string;
attributes: string;
constructor(id: string, tail: string, op: string, attributes: string) {
this.children = [];
this.id = id;
this.tail = tail;
this.parent = undefined;
this.op = op;
this.attributes = attributes;
}
descendants(leafOnly: boolean): NodeTs[] {
// return all descendants includinng itself
const result: NodeTs[] = [];
if (!leafOnly || this.isChildless())
result.push(this);
for (const child of this.children) {
const childDesc = child.descendants(leafOnly);
if (childDesc.length > 0)
result.push(...childDesc);
}
return result;
}
isChildless(): boolean {
return this.children.length === 0;
}
isParent(): boolean {
return this.children.length > 0;
}
toString(): string {
return `Node(id=${this.id})`;
}
};
export class Edge {
readonly source: NodeTs;
readonly target: NodeTs;
readonly id: string;
constructor(source: NodeTs, target: NodeTs) {
this.source = source;
this.target = target;
this.id = JSON.stringify([this.source.id, this.target.id]);
}
toString(): string {
return `Edge(${this.source} -> ${this.target})`;
}
};
interface NodeSummary {
name: string,
nodeCount: number,
edgeCount: number,
inputs: string[],
outputs: string[],
attributes: string,
op: string
};
export class Graph {
root: NodeTs;
nodes: NodeTs[];
edges: Edge[];
defaultExpandSet: Set<string>;
mutableEdges: Map<string, Edge[][]>;
private id2idx: Map<string, number>;
private edgeId2idx: Map<string, number>;
private forwardGraph: Map<string, string[]>;
private backwardGraph: Map<string, string[]>;
private node2edge: Map<string, Edge[]>;
private build() {
this.id2idx.clear();
this.nodes.forEach((node, i) => {
this.id2idx.set(node.id, i);
});
this.edgeId2idx.clear();
this.edges.forEach((edge, i) => {
this.edgeId2idx.set(edge.id, i);
});
this.forwardGraph.clear();
this.backwardGraph.clear();
this.node2edge.clear();
this.edges.forEach(edge => {
if (!this.forwardGraph.has(edge.source.id))
this.forwardGraph.set(edge.source.id, []);
this.forwardGraph.get(edge.source.id)!.push(edge.target.id);
if (!this.backwardGraph.has(edge.target.id))
this.backwardGraph.set(edge.target.id, []);
this.backwardGraph.get(edge.target.id)!.push(edge.source.id);
if (!this.node2edge.has(edge.source.id))
this.node2edge.set(edge.source.id, []);
if (!this.node2edge.has(edge.target.id))
this.node2edge.set(edge.target.id, []);
this.node2edge.get(edge.source.id)!.push(edge);
this.node2edge.get(edge.target.id)!.push(edge);
});
this.root.children = this.nodes.filter(node => node.parent === undefined);
// won't set parent for these nodes, leave them as undefined
this.nodes.forEach(node => {
node.children = node.children.filter(child => this.getNodeById(child.id) !== undefined);
});
}
getNodeById(id: string): NodeTs | undefined {
const idx = this.id2idx.get(id);
if (idx === undefined) return undefined;
return this.nodes[idx];
}
getEdgeById(source: string, target: string): Edge | undefined {
const idx = this.edgeId2idx.get(JSON.stringify([source, target]));
if (idx === undefined) return undefined;
return this.edges[idx];
}
constructor(graphData: any, eliminateSidechains: boolean) {
this.id2idx = new Map<string, number>();
this.edgeId2idx = new Map<string, number>();
this.forwardGraph = new Map<string, string[]>();
this.backwardGraph = new Map<string, string[]>();
this.node2edge = new Map<string, Edge[]>();
this.root = new NodeTs('', '', '', '');
const cluster = new Map<string, NodeTs>();
const parentMap = new Map<string, string>();
this.nodes = graphData.node.map((node: any): NodeTs => {
const split = node.name.split('/');
const attr = node.hasOwnProperty('attr') ? atob(node.attr.attr.s) : '';
if (split.length === 1) {
return new NodeTs(node.name, node.name, opName(node.op), attr);
} else {
parentMap.set(node.name, split.slice(0, -1).join('/'));
// create clusters
for (let i = 1; i < split.length; ++i) {
const name = split.slice(0, i).join('/');
if (!cluster.has(name)) {
const parent = i > 1 ? split.slice(0, i - 1).join('/') : '';
const tail = split[i - 1];
cluster.set(name, new NodeTs(name, tail, '', ''));
parentMap.set(name, parent);
}
}
return new NodeTs(node.name, split.slice(-1)[0], opName(node.op), attr);
}
});
cluster.forEach(node => this.nodes.push(node));
this.nodes.forEach((node, i) => {
this.id2idx.set(node.id, i);
});
parentMap.forEach((parent, child) => {
const [childNode, parentNode] = [child, parent].map(this.getNodeById.bind(this));
if (childNode !== undefined && parentNode !== undefined) {
childNode.parent = parentNode;
parentNode.children.push(childNode);
}
});
// build edges
this.edges = [];
graphData.node.forEach((node: any) => {
if (!node.hasOwnProperty('input')) return;
const target = this.getNodeById(node.name);
if (target === undefined) return;
node.input.forEach((input: string) => {
const source = this.getNodeById(input);
if (source !== undefined) {
this.edges.push(new Edge(source, target));
}
})
})
this.build();
if (eliminateSidechains) {
this.eliminateSidechains();
}
this.defaultExpandSet = this.getDefaultExpandSet(graphData.mutable);
this.mutableEdges = this.inferMutableEdges(graphData.mutable);
}
private eliminateSidechains(): void {
const sources = this.nodes
.map(node => node.id)
.filter(id => id.startsWith('input'));
const visitedNodes = new Set(sources);
const dfsStack = sources;
while (dfsStack.length > 0) {
const u = dfsStack.pop()!;
if (this.forwardGraph.has(u)) {
this.forwardGraph.get(u)!.forEach((v: string) => {
if (!visitedNodes.has(v)) {
visitedNodes.add(v);
dfsStack.push(v);
}
});
}
}
const compoundCheck = (node: NodeTs) => {
if (node.isChildless())
return visitedNodes.has(node.id);
for (const child of node.children)
if (compoundCheck(child))
visitedNodes.add(node.id);
return visitedNodes.has(node.id);
}
compoundCheck(this.root);
this.nodes = this.nodes.filter(node => visitedNodes.has(node.id));
this.edges = this.edges.filter(edge =>
visitedNodes.has(edge.source.id) && visitedNodes.has(edge.target.id));
this.build();
}
private getDefaultExpandSet(graphDataMutable: any): Set<string> {
// if multiple, only expand first
const whitelistModuleList = Object.values(graphDataMutable)
.filter(Boolean)
.map((paths: any) => path2module(paths[0]));
const whitelistModule = new Set(whitelistModuleList);
const result = new Set<string>();
const dfs = (node: NodeTs): number => {
// node with mutableCount greater than 0 won't be collapsed
let mutableCount = 0;
if (node.id === '') {
// root node
mutableCount++;
} else if (whitelistModule.has(node.id)) {
mutableCount++;
} else if (node.parent !== undefined && whitelistModule.has(node.parent.id)) {
mutableCount++;
}
mutableCount += node.children.map(child => dfs(child)).reduce((a, b) => a + b, 0);
if (mutableCount > 0 && node.isParent())
result.add(node.id);
return mutableCount;
};
dfs(this.root);
return result;
}
private inferMutableModule(moduleName: string): Edge[][] {
let inputs: string[] | undefined = undefined;
let listConstructNode: string | undefined = undefined;
const moduleNode = this.getNodeById(moduleName);
if (moduleNode === undefined) return [];
for (const node of moduleNode.children)
if (node.op === 'ListConstruct') {
inputs = this.backwardGraph.get(node.id);
listConstructNode = node.id;
break;
}
if (inputs === undefined || listConstructNode === undefined)
return [];
return inputs.map((input: string): Edge[] => {
const visitedNodes = new Set<string>();
const edgeSet: Edge[] = [];
const dfs = (node: string, backward: boolean) => {
const nodeData = this.getNodeById(node)!;
if (visitedNodes.has(node)) return;
visitedNodes.add(node);
if (nodeData.parent === undefined || !nodeData.parent.id.startsWith(moduleName)) {
// in another module now
return;
}
const g = backward ? this.backwardGraph : this.forwardGraph;
const glist = g.get(node);
if (glist !== undefined) {
glist
.forEach((to: string) => {
edgeSet.push(backward ?
this.getEdgeById(to, node)! :
this.getEdgeById(node, to)!);
dfs(to, backward);
});
}
};
edgeSet.push(this.getEdgeById(input, listConstructNode!)!);
dfs(input, true);
visitedNodes.clear();
dfs(listConstructNode!, false);
return edgeSet;
});
}
private inferMutableEdges(graphDataMutable: any): Map<string, Edge[][]> {
const result = new Map<string, Edge[][]>();
Object.entries(graphDataMutable).forEach(obj => {
const [key, paths] = obj;
const modules = (paths as any[]).map(path2module);
const moduleEdge = modules.map(this.inferMutableModule.bind(this));
const edges: Edge[][] = [];
for (let i = 0; ; ++i) {
if (moduleEdge.filter(me => i < me.length).length === 0)
break;
edges.push([]);
moduleEdge
.filter(me => i < me.length)
.forEach(me => edges[i].push(...me[i]));
}
result.set(key, edges);
});
return result;
}
private connectedEdges(node: string): Edge[] {
const result = this.node2edge.get(node);
if (result === undefined)
return [];
return result;
}
nodeSummary(node: NodeTs | string): NodeSummary | undefined {
if (typeof node === 'string') {
const nodeData = this.getNodeById(node);
if (nodeData === undefined) return undefined;
return this.nodeSummary(nodeData);
}
const descendants = node.descendants(false);
const descendantSet = new Set(descendants.map(node => node.id));
const inputs = new Set<string>();
const outputs = new Set<string>();
let domesticEdges = 0;
for (const edge of this.edges) {
const [source, target] = [edge.source.id, edge.target.id];
if (descendantSet.has(target) && !descendantSet.has(source))
inputs.add(source);
if (descendantSet.has(source) && !descendantSet.has(target))
outputs.add(target);
if (descendantSet.has(source) && descendantSet.has(target))
domesticEdges++;
}
return {
name: node.id,
nodeCount: descendants.length,
edgeCount: domesticEdges,
inputs: Array.from(inputs),
outputs: Array.from(outputs),
attributes: node.attributes,
op: node.op
}
}
weightFromMutables(mutable: any): Map<string, number> {
const elemWeight = new Map<string, number>();
Object.entries(mutable).forEach(entry => {
const elemWeightPartial = new Map<string, number>();
const key = entry[0];
const weights = entry[1] as number[];
this.mutableEdges.get(key)!.forEach((edges: any, i: number) => {
edges.forEach((edge: any) => {
if (elemWeightPartial.has(edge.id)) {
elemWeightPartial.set(edge.id, elemWeightPartial.get(edge.id)! + weights[i]);
} else {
elemWeightPartial.set(edge.id, weights[i]);
}
})
});
elemWeightPartial.forEach((v, k) => {
if (elemWeight.has(k)) {
elemWeight.set(k, Math.min(elemWeight.get(k)!, v));
} else {
elemWeight.set(k, v);
}
});
});
this.nodes.forEach(node => {
const edges = this.connectedEdges(node.id);
const relatedEdges = edges.filter(edge => elemWeight.has(edge.id));
if (relatedEdges.length > 0) {
if (relatedEdges.length < edges.length) {
elemWeight.set(node.id, 1.);
} else {
// all related edge
const nw = edges.map(edge => elemWeight.get(edge.id)!)
.reduce((a, b) => Math.max(a, b));
elemWeight.set(node.id, nw);
}
}
});
elemWeight.forEach((v, k) => elemWeight.set(k, Math.min(v, 1.)));
// set compound weight
const gatherWeightsFromChildren = (node: NodeTs): number | undefined => {
if (node.isParent()) {
const childrenWeights =
node.children.map(gatherWeightsFromChildren)
.filter(val => val !== undefined);
if (childrenWeights.length > 0) {
const nw = childrenWeights.reduce((a, b) => Math.max(a!, b!));
elemWeight.set(node.id, nw!);
return nw;
} else {
return undefined;
}
} else {
return elemWeight.get(node.id);
}
};
gatherWeightsFromChildren(this.root);
return elemWeight;
}
};

13
ts/nasui/src/index.css
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@ -1,13 +0,0 @@
body {
margin: 0;
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen',
'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue',
sans-serif;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
}
code {
font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New',
monospace;
}

12
ts/nasui/src/index.tsx
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@ -1,12 +0,0 @@
import React from 'react';
import ReactDOM from 'react-dom';
import './index.css';
import App from './App';
import * as serviceWorker from './serviceWorker';
ReactDOM.render(<App />, document.getElementById('root'));
// If you want your app to work offline and load faster, you can change
// unregister() to register() below. Note this comes with some pitfalls.
// Learn more about service workers: https://bit.ly/CRA-PWA
serviceWorker.unregister();

1
ts/nasui/src/react-app-env.d.ts поставляемый
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@ -1 +0,0 @@
/// <reference types="react-scripts" />

149
ts/nasui/src/serviceWorker.ts
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@ -1,149 +0,0 @@
// This optional code is used to register a service worker.
// register() is not called by default.
// This lets the app load faster on subsequent visits in production, and gives
// it offline capabilities. However, it also means that developers (and users)
// will only see deployed updates on subsequent visits to a page, after all the
// existing tabs open on the page have been closed, since previously cached
// resources are updated in the background.
// To learn more about the benefits of this model and instructions on how to
// opt-in, read https://bit.ly/CRA-PWA
const isLocalhost = Boolean(
window.location.hostname === 'localhost' ||
// [::1] is the IPv6 localhost address.
window.location.hostname === '[::1]' ||
// 127.0.0.0/8 are considered localhost for IPv4.
window.location.hostname.match(
/^127(?:\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)){3}$/
)
);
type Config = {
onSuccess?: (registration: ServiceWorkerRegistration) => void;
onUpdate?: (registration: ServiceWorkerRegistration) => void;
};
export function register(config?: Config) {
if (process.env.NODE_ENV === 'production' && 'serviceWorker' in navigator) {
// The URL constructor is available in all browsers that support SW.
const publicUrl = new URL(
process.env.PUBLIC_URL,
window.location.href
);
if (publicUrl.origin !== window.location.origin) {
// Our service worker won't work if PUBLIC_URL is on a different origin
// from what our page is served on. This might happen if a CDN is used to
// serve assets; see https://github.com/facebook/create-react-app/issues/2374
return;
}
window.addEventListener('load', () => {
const swUrl = `${process.env.PUBLIC_URL}/service-worker.js`;
if (isLocalhost) {
// This is running on localhost. Let's check if a service worker still exists or not.
checkValidServiceWorker(swUrl, config);
// Add some additional logging to localhost, pointing developers to the
// service worker/PWA documentation.
navigator.serviceWorker.ready.then(() => {
console.log(
'This web app is being served cache-first by a service ' +
'worker. To learn more, visit https://bit.ly/CRA-PWA'
);
});
} else {
// Is not localhost. Just register service worker
registerValidSW(swUrl, config);
}
});
}
}
function registerValidSW(swUrl: string, config?: Config) {
navigator.serviceWorker
.register(swUrl)
.then(registration => {
registration.onupdatefound = () => {
const installingWorker = registration.installing;
if (installingWorker == null) {
return;
}
installingWorker.onstatechange = () => {
if (installingWorker.state === 'installed') {
if (navigator.serviceWorker.controller) {
// At this point, the updated precached content has been fetched,
// but the previous service worker will still serve the older
// content until all client tabs are closed.
console.log(
'New content is available and will be used when all ' +
'tabs for this page are closed. See https://bit.ly/CRA-PWA.'
);
// Execute callback
if (config && config.onUpdate) {
config.onUpdate(registration);
}
} else {
// At this point, everything has been precached.
// It's the perfect time to display a
// "Content is cached for offline use." message.
console.log('Content is cached for offline use.');
// Execute callback
if (config && config.onSuccess) {
config.onSuccess(registration);
}
}
}
};
};
})
.catch(error => {
console.error('Error during service worker registration:', error);
});
}
function checkValidServiceWorker(swUrl: string, config?: Config) {
// Check if the service worker can be found. If it can't reload the page.
fetch(swUrl, {
headers: { 'Service-Worker': 'script' }
})
.then(response => {
// Ensure service worker exists, and that we really are getting a JS file.
const contentType = response.headers.get('content-type');
if (
response.status === 404 ||
(contentType != null && contentType.indexOf('javascript') === -1)
) {
// No service worker found. Probably a different app. Reload the page.
navigator.serviceWorker.ready.then(registration => {
registration.unregister().then(() => {
window.location.reload();
});
});
} else {
// Service worker found. Proceed as normal.
registerValidSW(swUrl, config);
}
})
.catch(() => {
console.log(
'No internet connection found. App is running in offline mode.'
);
});
}
export function unregister() {
if ('serviceWorker' in navigator) {
navigator.serviceWorker.ready
.then(registration => {
registration.unregister();
})
.catch(error => {
console.error(error.message);
});
}
}

29
ts/nasui/tsconfig.json
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@ -1,29 +0,0 @@
{
"compilerOptions": {
"target": "es5",
"lib": [
"dom",
"dom.iterable",
"esnext"
],
"typeRoots": [
"./types",
"./node_modules/@types"
],
"allowJs": true,
"skipLibCheck": true,
"esModuleInterop": true,
"allowSyntheticDefaultImports": true,
"strict": true,
"forceConsistentCasingInFileNames": true,
"module": "esnext",
"moduleResolution": "node",
"resolveJsonModule": true,
"isolatedModules": true,
"noEmit": true,
"jsx": "react"
},
"include": [
"src"
]
}

1
ts/nasui/types/cytoscape-dagre/index.d.ts поставляемый
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@ -1 +0,0 @@
declare module 'cytoscape-dagre';

10892
ts/nasui/yarn.lock
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