StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
https://doi.org/10.1109/TVCG.2020.3030352
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110 lines
2.7 KiB
110 lines
2.7 KiB
4 years ago
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'use strict';
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var assert = require('assert');
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var debug = require('debug')('base:cli:process');
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var fields = require('./lib/fields/');
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var utils = require('./lib/utils');
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/**
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* Custom mappings for the base-cli plugin.
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*/
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module.exports = function(config) {
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config = config || {};
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return function(app, base) {
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if (!utils.isValid(app, 'base-cli-process')) return;
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debug('initializing <%s>, called from <%s>', __filename, module.parent.id);
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app.use(assertPlugin);
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var options = createOpts(app, config);
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var schema;
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initPlugins(this, options);
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Object.defineProperty(this.cli, 'schema', {
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cliurable: true,
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enumerable: true,
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set: function(val) {
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schema = val;
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},
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get: function() {
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return schema || utils.schema(app, createOpts(app, config));
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}
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});
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// add commands
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for (var key in fields) {
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debug('mapping field "%s"', key);
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app.cli.map(key, fields[key](app, base, options));
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}
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var fn = this.cli.process;
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this.cli.process = function(val, cb) {
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debug('normalizing argv object', val);
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var defaults = {sortArrays: false, omitEmpty: true};
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var keys = ['get', 'set', 'toc', 'layout', 'options', 'data', 'plugins', 'related', 'reflinks', 'init', 'run', 'tasks'];
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var opts = createOpts(app, config, defaults);
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var obj = sortObject(this.schema.normalize(val, opts), keys);
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debug('processing normalized argv', obj);
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fn.call(this, obj, function(err) {
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if (err) return cb(err);
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cb(null, obj);
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});
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};
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};
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};
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function initPlugins(app, options) {
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app.use(utils.cwd());
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if (typeof app.option === 'undefined') {
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app.use(utils.option(options));
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}
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if (typeof app.pkg === 'undefined') {
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app.use(utils.pkg(options));
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}
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if (typeof app.config === 'undefined') {
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app.use(utils.config(options));
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}
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if (typeof app.cli === 'undefined') {
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app.use(utils.cli(options));
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}
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}
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function sortObject(obj, keys) {
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if (Array.isArray(keys) && keys.length) {
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keys = utils.arrUnion(keys, Object.keys(obj));
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var len = keys.length, i = -1;
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var res = {};
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while (++i < len) {
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var key = keys[i];
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if (obj.hasOwnProperty(key)) {
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res[key] = obj[key];
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}
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}
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return res;
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}
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}
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function createOpts(app, config, defaults) {
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if (typeof defaults !== 'undefined') {
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config = utils.merge({}, defaults, config);
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}
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var options = utils.merge({}, config, app.options);
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if (options.schema) {
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return utils.merge({}, options, options.schema);
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}
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return options;
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}
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function assertPlugin(app) {
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app.define('assertPlugin', function(name) {
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assert(app.registered.hasOwnProperty(name));
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});
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}
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