diff options
-rw-r--r-- | frontend/package-lock.json | 167 | ||||
-rw-r--r-- | frontend/src/app/_data/Experiment.ts | 37 | ||||
-rw-r--r-- | frontend/src/app/_data/Model.ts | 31 | ||||
-rw-r--r-- | frontend/src/app/_elements/model-load/model-load.component.html | 49 | ||||
-rw-r--r-- | frontend/src/app/_elements/model-load/model-load.component.ts | 5 | ||||
-rw-r--r-- | frontend/src/app/experiment/experiment.component.html | 127 | ||||
-rw-r--r-- | frontend/src/app/experiment/experiment.component.ts | 18 |
7 files changed, 260 insertions, 174 deletions
diff --git a/frontend/package-lock.json b/frontend/package-lock.json index c79f4ea9..21efd709 100644 --- a/frontend/package-lock.json +++ b/frontend/package-lock.json @@ -452,6 +452,7 @@ "version": "13.2.5", "resolved": "https://registry.npmjs.org/@angular/compiler-cli/-/compiler-cli-13.2.5.tgz", "integrity": "sha512-Xd8xj2Z0ilA4TJAM/JkTtA1CAa6SuebFsEEvabHCRO5MDvtdsIUP91ADUZIqDHy7qe6Qift/rAVN2PXxT2aaNA==", + "dev": true, "dependencies": { "@babel/core": "^7.17.2", "chokidar": "^3.0.0", @@ -481,6 +482,7 @@ "version": "2.1.2", "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.1.2.tgz", "integrity": "sha512-hoyByceqwKirw7w3Z7gnIIZC3Wx3J484Y3L/cMpXFbr7d9ZQj2mODrirNzcJa+SM3UlpWXYvKV4RlRpFXlWgXg==", + "dev": true, "dependencies": { "@jridgewell/trace-mapping": "^0.3.0" }, @@ -492,6 +494,7 @@ "version": "7.17.5", "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.17.5.tgz", "integrity": "sha512-/BBMw4EvjmyquN5O+t5eh0+YqB3XXJkYD2cjKpYtWOfFy4lQ4UozNSmxAcWT8r2XtZs0ewG+zrfsqeR15i1ajA==", + "dev": true, "dependencies": { "@ampproject/remapping": "^2.1.0", "@babel/code-frame": "^7.16.7", @@ -521,6 +524,7 @@ "version": "6.3.0", "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.0.tgz", "integrity": "sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==", + "dev": true, "bin": { "semver": "bin/semver.js" } @@ -529,6 +533,7 @@ "version": "7.17.3", "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.17.3.tgz", "integrity": "sha512-+R6Dctil/MgUsZsZAkYgK+ADNSZzJRRy0TvY65T71z/CR854xHQ1EweBYXdfT+HNeN7w0cSJJEzgxZMv40pxsg==", + "dev": true, "dependencies": { "@babel/types": "^7.17.0", "jsesc": "^2.5.1", @@ -542,6 +547,7 @@ "version": "0.5.7", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.5.7.tgz", "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=", + "dev": true, "engines": { "node": ">=0.10.0" } @@ -781,6 +787,7 @@ "version": "7.16.12", "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.16.12.tgz", "integrity": "sha512-dK5PtG1uiN2ikk++5OzSYsitZKny4wOCD0nrO4TqnW4BVBTQ2NGS3NgilvT/TEyxTST7LNyWV/T4tXDoD3fOgg==", + "dev": true, "dependencies": { "@babel/code-frame": "^7.16.7", "@babel/generator": "^7.16.8", @@ -810,6 +817,7 @@ "version": "6.3.0", "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.0.tgz", "integrity": "sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==", + "dev": true, "bin": { "semver": "bin/semver.js" } @@ -818,6 +826,7 @@ "version": "0.5.7", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.5.7.tgz", "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=", + "dev": true, "engines": { "node": ">=0.10.0" } @@ -826,6 +835,7 @@ "version": "7.16.8", "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.16.8.tgz", "integrity": "sha512-1ojZwE9+lOXzcWdWmO6TbUzDfqLD39CmEhN8+2cX9XkDo5yW1OpgfejfliysR2AWLpMamTiOiAp/mtroaymhpw==", + "dev": true, "dependencies": { "@babel/types": "^7.16.8", "jsesc": "^2.5.1", @@ -839,6 +849,7 @@ "version": "0.5.7", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.5.7.tgz", "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=", + "dev": true, "engines": { "node": ">=0.10.0" } @@ -3322,6 +3333,7 @@ "version": "3.1.2", "resolved": "https://registry.npmjs.org/anymatch/-/anymatch-3.1.2.tgz", "integrity": "sha512-P43ePfOAIupkguHUycrc4qJ9kz8ZiuOUijaETwX7THt0Y/GNK7v0aa8rY816xWjZ7rJdA5XdMcpVFTKMq+RvWg==", + "dev": true, "dependencies": { "normalize-path": "^3.0.0", "picomatch": "^2.0.4" @@ -3595,6 +3607,7 @@ "version": "2.2.0", "resolved": "https://registry.npmjs.org/binary-extensions/-/binary-extensions-2.2.0.tgz", "integrity": "sha512-jDctJ/IVQbZoJykoeHbhXpOlNBqGNcwXJKJog42E5HDPUwQTSdjCHdihjj0DlnheQ7blbT6dHOafNAiS8ooQKA==", + "dev": true, "engines": { "node": ">=8" } @@ -3691,6 +3704,7 @@ "version": "3.0.2", "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.2.tgz", "integrity": "sha512-b8um+L1RzM3WDSzvhm6gIz1yfTbBt6YTlcEKAvsmqCZZFw46z626lVj9j1yEPW33H5H+lBQpZMP1k8l+78Ha0A==", + "dev": true, "dependencies": { "fill-range": "^7.0.1" }, @@ -3868,6 +3882,7 @@ "version": "3.5.3", "resolved": "https://registry.npmjs.org/chokidar/-/chokidar-3.5.3.tgz", "integrity": "sha512-Dr3sfKRP6oTcjf2JmUmFJfeVMvXBdegxB0iVQ5eb2V10uFJUCAS8OByZdVAyVb8xXNz3GjjTgj9kLWsZTqE6kw==", + "dev": true, "funding": [ { "type": "individual", @@ -4886,6 +4901,7 @@ "version": "0.11.0", "resolved": "https://registry.npmjs.org/dependency-graph/-/dependency-graph-0.11.0.tgz", "integrity": "sha512-JeMq7fEshyepOWDfcfHK06N3MhyPhz++vtqWhMT5O9A3K42rdsEDpfdVqjaqaAhsw6a+ZqeDvQVtD0hFHQWrzg==", + "dev": true, "engines": { "node": ">= 0.6.0" } @@ -5834,6 +5850,7 @@ "version": "7.0.1", "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.0.1.tgz", "integrity": "sha512-qOo9F+dMUmC2Lcb4BbVvnKJxTPjCm+RRpe4gDuGrzkL7mEVl/djYSu2OdQ2Pa302N4oqkSg9ir6jaLWJ2USVpQ==", + "dev": true, "dependencies": { "to-regex-range": "^5.0.1" }, @@ -6002,6 +6019,7 @@ "version": "2.3.2", "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz", "integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==", + "dev": true, "hasInstallScript": true, "optional": true, "os": [ @@ -6111,6 +6129,7 @@ "version": "5.1.2", "resolved": "https://registry.npmjs.org/glob-parent/-/glob-parent-5.1.2.tgz", "integrity": "sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow==", + "dev": true, "dependencies": { "is-glob": "^4.0.1" }, @@ -6703,6 +6722,7 @@ "version": "2.1.0", "resolved": "https://registry.npmjs.org/is-binary-path/-/is-binary-path-2.1.0.tgz", "integrity": "sha512-ZMERYes6pDydyuGidse7OsHxtbI7WVeUEozgR/g7rd0xUimYNlvZRE/K2MgZTjWy725IfelLeVcEM97mmtRGXw==", + "dev": true, "dependencies": { "binary-extensions": "^2.0.0" }, @@ -6756,6 +6776,7 @@ "version": "2.1.1", "resolved": "https://registry.npmjs.org/is-extglob/-/is-extglob-2.1.1.tgz", "integrity": "sha1-qIwCU1eR8C7TfHahueqXc8gz+MI=", + "dev": true, "engines": { "node": ">=0.10.0" } @@ -6772,6 +6793,7 @@ "version": "4.0.3", "resolved": "https://registry.npmjs.org/is-glob/-/is-glob-4.0.3.tgz", "integrity": "sha512-xelSayHH36ZgE7ZWhli7pW34hNbNl8Ojv5KVmkJD4hBdD3th8Tfk9vYasLM+mXWOZhFkgZfxhLSnrwRr4elSSg==", + "dev": true, "dependencies": { "is-extglob": "^2.1.1" }, @@ -6798,6 +6820,7 @@ "version": "7.0.0", "resolved": "https://registry.npmjs.org/is-number/-/is-number-7.0.0.tgz", "integrity": "sha512-41Cifkg6e8TylSpdtTpeLVMqvSBEVzTttHvERD741+pnZ8ANv0004MRL43QKPDlK9cGvNp6NZWZUBlbGXYxxng==", + "dev": true, "engines": { "node": ">=0.12.0" } @@ -7663,6 +7686,7 @@ "version": "6.0.0", "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-6.0.0.tgz", "integrity": 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"node": ">=8.6" }, @@ -9788,6 +9815,7 @@ "version": "3.6.0", "resolved": "https://registry.npmjs.org/readdirp/-/readdirp-3.6.0.tgz", "integrity": "sha512-hOS089on8RduqdbhvQ5Z37A0ESjsqz6qnRcffsMU3495FuTdqSm+7bhJ29JvIOsBDEEnan5DPu9t3To9VRlMzA==", + "dev": true, "dependencies": { "picomatch": "^2.2.1" }, @@ -9798,7 +9826,8 @@ "node_modules/reflect-metadata": { "version": "0.1.13", "resolved": "https://registry.npmjs.org/reflect-metadata/-/reflect-metadata-0.1.13.tgz", - "integrity": "sha512-Ts1Y/anZELhSsjMcU605fU9RE4Oi3p5ORujwbIKXfWa+0Zxs510Qrmrce5/Jowq3cHSZSJqBjypxmHarc+vEWg==" + "integrity": "sha512-Ts1Y/anZELhSsjMcU605fU9RE4Oi3p5ORujwbIKXfWa+0Zxs510Qrmrce5/Jowq3cHSZSJqBjypxmHarc+vEWg==", + "dev": true }, "node_modules/regenerate": { "version": "1.4.2", @@ -10219,6 +10248,7 @@ "version": "7.3.5", "resolved": "https://registry.npmjs.org/semver/-/semver-7.3.5.tgz", "integrity": "sha512-PoeGJYh8HK4BTO/a9Tf6ZG3veo/A7ZVsYrSA6J8ny9nb3B1VrpkuN+z9OE5wfE5p6H4LchYZsegiQgbJD94ZFQ==", + "dev": true, "dependencies": { "lru-cache": "^6.0.0" }, @@ -10603,7 +10633,8 @@ "node_modules/sourcemap-codec": { "version": "1.4.8", "resolved": "https://registry.npmjs.org/sourcemap-codec/-/sourcemap-codec-1.4.8.tgz", - "integrity": "sha512-9NykojV5Uih4lgo5So5dtw+f0JgJX30KCNI8gwhz2J9A15wD0Ml6tjHKwf6fTSa6fAdVBdZeNOs9eJ71qCk8vA==" + "integrity": "sha512-9NykojV5Uih4lgo5So5dtw+f0JgJX30KCNI8gwhz2J9A15wD0Ml6tjHKwf6fTSa6fAdVBdZeNOs9eJ71qCk8vA==", + "dev": true }, "node_modules/spdy": { "version": "4.0.2", @@ -11004,6 +11035,7 @@ "version": "5.0.1", "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz", "integrity": "sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ==", + "dev": true, "dependencies": { "is-number": "^7.0.0" }, @@ -11069,6 +11101,7 @@ "version": "4.5.5", "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.5.5.tgz", "integrity": 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"https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.1.2.tgz", "integrity": "sha512-hoyByceqwKirw7w3Z7gnIIZC3Wx3J484Y3L/cMpXFbr7d9ZQj2mODrirNzcJa+SM3UlpWXYvKV4RlRpFXlWgXg==", + "dev": true, "requires": { "@jridgewell/trace-mapping": "^0.3.0" } @@ -12045,6 +12081,7 @@ "version": "7.17.5", "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.17.5.tgz", "integrity": "sha512-/BBMw4EvjmyquN5O+t5eh0+YqB3XXJkYD2cjKpYtWOfFy4lQ4UozNSmxAcWT8r2XtZs0ewG+zrfsqeR15i1ajA==", + "dev": true, "requires": { "@ampproject/remapping": "^2.1.0", "@babel/code-frame": "^7.16.7", @@ -12066,7 +12103,8 @@ "semver": { "version": "6.3.0", "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.0.tgz", - "integrity": "sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==" + "integrity": "sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==", + "dev": true } } }, @@ -12074,6 +12112,7 @@ "version": "7.17.3", "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.17.3.tgz", "integrity": "sha512-+R6Dctil/MgUsZsZAkYgK+ADNSZzJRRy0TvY65T71z/CR854xHQ1EweBYXdfT+HNeN7w0cSJJEzgxZMv40pxsg==", + "dev": true, "requires": { "@babel/types": "^7.17.0", "jsesc": "^2.5.1", @@ -12083,7 +12122,8 @@ "source-map": { "version": "0.5.7", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.5.7.tgz", - "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=" + "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=", + "dev": true } } }, @@ -12228,6 +12268,7 @@ "version": "7.16.12", "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.16.12.tgz", "integrity": "sha512-dK5PtG1uiN2ikk++5OzSYsitZKny4wOCD0nrO4TqnW4BVBTQ2NGS3NgilvT/TEyxTST7LNyWV/T4tXDoD3fOgg==", + "dev": true, "requires": { "@babel/code-frame": "^7.16.7", "@babel/generator": "^7.16.8", @@ -12249,12 +12290,14 @@ "semver": { "version": "6.3.0", "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.0.tgz", - "integrity": "sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==" + "integrity": "sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==", + "dev": true }, "source-map": { "version": "0.5.7", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.5.7.tgz", - "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=" + "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=", + "dev": true } } }, @@ -12262,6 +12305,7 @@ "version": "7.16.8", "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.16.8.tgz", "integrity": "sha512-1ojZwE9+lOXzcWdWmO6TbUzDfqLD39CmEhN8+2cX9XkDo5yW1OpgfejfliysR2AWLpMamTiOiAp/mtroaymhpw==", + "dev": true, "requires": { "@babel/types": "^7.16.8", "jsesc": "^2.5.1", @@ -12271,7 +12315,8 @@ "source-map": { "version": "0.5.7", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.5.7.tgz", - "integrity": "sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=" + "integrity": 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"is-number": "^7.0.0" } @@ -19842,7 +19889,8 @@ "typescript": { "version": "4.5.5", "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.5.5.tgz", - "integrity": "sha512-TCTIul70LyWe6IJWT8QSYeA54WQe8EjQFU4wY52Fasj5UKx88LNYKCgBEHcOMOrFF1rKGbD8v/xcNWVUq9SymA==" + "integrity": "sha512-TCTIul70LyWe6IJWT8QSYeA54WQe8EjQFU4wY52Fasj5UKx88LNYKCgBEHcOMOrFF1rKGbD8v/xcNWVUq9SymA==", + "dev": true }, "ua-parser-js": { "version": "0.7.31", @@ -20037,8 +20085,7 @@ "version": "3.5.2", "resolved": "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-3.5.2.tgz", "integrity": "sha512-5p6WTN0DdTGVQk6VjcEju19IgaHudalcfabD7yhDGeA6bcQnmL+CpveLJq/3hvfwd1aof6L386Ougkx6RfyMIQ==", - "dev": true, - "requires": {} + "dev": true }, "json-schema-traverse": { "version": "0.4.1", @@ -20265,8 +20312,7 @@ "version": "8.2.3", "resolved": "https://registry.npmjs.org/ws/-/ws-8.2.3.tgz", "integrity": "sha512-wBuoj1BDpC6ZQ1B7DWQBYVLphPWkm8i9Y0/3YdHjHKHiohOJ1ws+3OccDWtH+PoC9DZD5WOTrJvNbWvjS6JWaA==", - "dev": true, - "requires": {} + "dev": true }, "y18n": { "version": "5.0.8", @@ -20276,7 +20322,8 @@ "yallist": { "version": "4.0.0", "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz", - "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==" + "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==", + "dev": true }, "yaml": { "version": "1.10.2", diff --git a/frontend/src/app/_data/Experiment.ts b/frontend/src/app/_data/Experiment.ts index a5aad218..453f6ca0 100644 --- a/frontend/src/app/_data/Experiment.ts +++ b/frontend/src/app/_data/Experiment.ts @@ -2,7 +2,7 @@ export default class Experiment { _id: string = ''; uploaderId: string = ''; constructor( - public name: string = 'Novi experiment', + public name: string = 'Novi eksperiment', public description: string = '', public datasetId: string = '', public inputColumns: string[] = [], @@ -10,7 +10,16 @@ export default class Experiment { public nullValues: NullValueOptions = NullValueOptions.DeleteRows, public nullValuesReplacers: NullValReplacer[] = [], public dateCreated: Date = new Date(), - public lastUpdated: Date = new Date() + public lastUpdated: Date = new Date(), + public modelIds: string[] = [], + + // Test set settings + public randomOrder: boolean = true, + public randomTestSet: boolean = true, + public randomTestSetDistribution: number = 0.1, //0.1-0.9 (10% - 90%) JESTE OVDE ZAKUCANO 10, AL POSLATO JE KAO 0.1 BACK-U + + //TODO - za svaku kolonu se bira enkoding + public encoding: Encoding = Encoding.Label ) { } } @@ -32,4 +41,28 @@ export class NullValReplacer { "column": string; "option": NullValueOptions; "value": string; +} + +export enum Encoding { + Label = 'label', + OneHot = 'onehot', + Ordinal = 'ordinal', + Hashing = 'hashing', + Binary = 'binary', + BaseN = 'baseN' + /* + BackwardDifference = 'backward difference', + CatBoost = 'cat boost', + Count = 'count', + GLMM = 'glmm', + Target = 'target', + Helmert = 'helmert', + JamesStein = 'james stein', + LeaveOneOut = 'leave one out', + MEstimate = 'MEstimate', + Sum = 'sum', + Polynomial = 'polynomial', + WOE = 'woe', + Quantile = 'quantile' + */ }
\ No newline at end of file diff --git a/frontend/src/app/_data/Model.ts b/frontend/src/app/_data/Model.ts index 9ea437b1..8a85e296 100644 --- a/frontend/src/app/_data/Model.ts +++ b/frontend/src/app/_data/Model.ts @@ -7,16 +7,10 @@ export default class Model { public description: string = '', public dateCreated: Date = new Date(), public lastUpdated: Date = new Date(), - public experimentId: string = '', - - // Test set settings - public randomOrder: boolean = true, - public randomTestSet: boolean = true, - public randomTestSetDistribution: number = 0.1, //0.1-0.9 (10% - 90%) JESTE OVDE ZAKUCANO 10, AL POSLATO JE KAO 0.1 BACK-U + //public experimentId: string = '', // Neural net training settings public type: ProblemType = ProblemType.Regression, - public encoding: Encoding = Encoding.Label, public optimizer: Optimizer = Optimizer.Adam, public lossFunction: LossFunction = LossFunction.MeanSquaredError, public inputNeurons: number = 1, @@ -39,29 +33,6 @@ export enum ProblemType { // replaceMissing srednja vrednost mean, median, najcesca vrednost (mode) // removeOutliers -export enum Encoding { - Label = 'label', - OneHot = 'onehot', - Ordinal = 'ordinal', - Hashing = 'hashing', - Binary = 'binary', - BaseN = 'baseN' - /* - BackwardDifference = 'backward difference', - CatBoost = 'cat boost', - Count = 'count', - GLMM = 'glmm', - Target = 'target', - Helmert = 'helmert', - JamesStein = 'james stein', - LeaveOneOut = 'leave one out', - MEstimate = 'MEstimate', - Sum = 'sum', - Polynomial = 'polynomial', - WOE = 'woe', - Quantile = 'quantile' - */ -} export enum ActivationFunction { // linear diff --git a/frontend/src/app/_elements/model-load/model-load.component.html b/frontend/src/app/_elements/model-load/model-load.component.html index 0923c895..833b7181 100644 --- a/frontend/src/app/_elements/model-load/model-load.component.html +++ b/frontend/src/app/_elements/model-load/model-load.component.html @@ -85,18 +85,6 @@ <div class="row p-2"> <div class="col-1"> </div> - <div class="col-3"> - <label for="encoding" class="col-form-label">Enkoding: </label> - </div> - <div class="col-2"> - <select id=encodingOptions class="form-control" name="encoding" [(ngModel)]="newModel.encoding"> - <option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)" - [value]="option"> - {{ optionName }} - </option> - </select> - </div> - <div class="col-1"> </div> <div class="col-3"> @@ -149,43 +137,6 @@ </select> </div> <div class="col-1"></div> - <div class="col-3 mt-2"> - <label for="type" class="form-check-label">Nasumičan redosled podataka?</label> - <input class="mx-3 form-check-input" type="checkbox" [(ngModel)]="newModel.randomOrder" - type="checkbox" value="" checked> - </div> - </div> - <div class="border m-3"> - <div class="row p-2 m-2"> - <div class="col-4"> - <label for="splitYesNo" class="form-check-label"> - <h3>Podela test skupa: - <input id="splitYesNo" class="form-check-input" type="checkbox" - [checked]="newModel.randomTestSet" - (change)="newModel.randomTestSet = !newModel.randomTestSet"> - </h3> - </label> - </div> - <div class="col-8"> - trening - <mat-slider style="width: 85%;" min="10" max="90" step="10" value="10" - name="randomTestSetDistribution" thumbLabel [disabled]="!newModel.randomTestSet" - [(ngModel)]="tempTestSetDistribution"> - </mat-slider> - test - </div> - </div> - - <div class="row p-2 mx-2"> - <div class="col-4"> - <label for="percentage" class="form-label">Procenat podataka koji se uzima za trening - skup:</label> - </div> - <div class="col-2"> - <input id="percentage" type="number" class="form-control" min="10" max="90" step="10" value="90" - [(ngModel)]="tempTestSetDistribution" [disabled]="!newModel.randomTestSet"> - </div> - </div> </div> <h3>Aktivacione funkcije:</h3> diff --git a/frontend/src/app/_elements/model-load/model-load.component.ts b/frontend/src/app/_elements/model-load/model-load.component.ts index ca6b8ea5..abf19d75 100644 --- a/frontend/src/app/_elements/model-load/model-load.component.ts +++ b/frontend/src/app/_elements/model-load/model-load.component.ts @@ -1,6 +1,6 @@ import { Component, OnInit, ViewChild, Output, EventEmitter } from '@angular/core'; import Shared from 'src/app/Shared'; -import Model, { ActivationFunction, Encoding, LossFunction, LossFunctionBinaryClassification, LossFunctionMultiClassification, LossFunctionRegression, Metrics, MetricsBinaryClassification, MetricsMultiClassification, MetricsRegression, NullValueOptions, Optimizer, ProblemType } from 'src/app/_data/Model'; +import Model, { ActivationFunction, LossFunction, LossFunctionBinaryClassification, LossFunctionMultiClassification, LossFunctionRegression, Metrics, MetricsBinaryClassification, MetricsMultiClassification, MetricsRegression, NullValueOptions, Optimizer, ProblemType } from 'src/app/_data/Model'; import { ModelsService } from 'src/app/_services/models.service'; import { GraphComponent } from '../graph/graph.component'; @@ -20,7 +20,6 @@ export class ModelLoadComponent implements OnInit { selectedModel?: Model; ProblemType = ProblemType; - Encoding = Encoding; ActivationFunction = ActivationFunction; metrics: any = Metrics; LossFunction = LossFunction; @@ -32,7 +31,6 @@ export class ModelLoadComponent implements OnInit { term: string = ""; selectedProblemType: string = ''; selectedMetrics = []; - tempTestSetDistribution = 90; lossFunction: any = LossFunction; showMyModels: boolean = true; @@ -64,7 +62,6 @@ export class ModelLoadComponent implements OnInit { uploadModel() { //console.log(this.selectedModel); this.getMetrics(); - this.newModel.randomTestSetDistribution = 1 - Math.round(this.tempTestSetDistribution / 100 * 10) / 10; this.newModel.username = Shared.username; this.modelsService.addModel(this.newModel).subscribe((response) => { diff --git a/frontend/src/app/experiment/experiment.component.html b/frontend/src/app/experiment/experiment.component.html index 42797579..6020cab5 100644 --- a/frontend/src/app/experiment/experiment.component.html +++ b/frontend/src/app/experiment/experiment.component.html @@ -21,7 +21,16 @@ <div class="carousel-item"> <h2>2. Preprocesiranje</h2> - <h3>Biranje ulaznih i izlaznih kolona:</h3> + + <label for="name" class="col-form-label">Naziv eksperimenta:</label> + <input type="text" class="form-control mb-1" name="name" placeholder="Naziv..." [(ngModel)]="experiment.name"> + + <label for="desc" class="col-sm-2 col-form-label">Opis:</label> + <div> + <textarea class="form-control" name="desc" rows="3" [(ngModel)]="experiment.description"></textarea> + </div> + + <h3 class="mt-3">Biranje ulaznih i izlaznih kolona:</h3> <div *ngIf="selectedDataset"> <div class="row"> <div class="col d-flex justify-content-center"> @@ -31,8 +40,9 @@ <div *ngFor="let item of selectedDataset.columnInfo; let i = index"> <input class="form-check-input" type="checkbox" value="{{item.columnName}}" id="cb_{{item.columnName}}" name="cbsNew" - [checked]="this.selectedOutputColumnVal != item.columnName" - [disabled]="this.selectedOutputColumnVal == item.columnName"> + [checked]="experiment.outputColumn != item.columnName" + [disabled]="experiment.outputColumn == item.columnName" + (click)="checkedColumnsChanged(item, 0)"> <label class="form-check-label" for="cb_{{item.columnName}}"> {{item.columnName}} </label> @@ -44,8 +54,11 @@ <div id="divOutputs" class="form-check mt-2"> <br> <div *ngFor="let item of selectedDataset.columnInfo; let i = index"> - <input class="form-check-input" type="radio" value="{{item.columnName}}" id="rb_{{item.columnName}}" - name="rbsNew" (change)="this.selectedOutputColumnVal = item.columnName"> + <input class="form-check-input" type="radio" value="{{item.columnName}}" + id="rb_{{item.columnName}}" name="rbsNew" + [(ngModel)]="this.experiment.outputColumn" + (change)="experiment.outputColumn = item.columnName" + (click)="checkedColumnsChanged(item, 1);"> <label class="form-check-label" for="rb_{{item.columnName}}"> {{item.columnName}} </label> @@ -54,11 +67,12 @@ </div> </div> </div> + <br> <h3>Popunjavanje nedostajućih vrednosti:</h3> <div class="form-check" *ngIf="selectedDataset"> <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.DeleteRows" - class="form-check-input" value="deleteRows" name="fillMissing" id="delRows" checked data-bs-toggle="collapse" - data-bs-target="#fillMissingCustom.show"> + class="form-check-input" value="deleteRows" name="fillMissing" id="delRows" checked + data-bs-toggle="collapse" data-bs-target="#fillMissingCustom.show"> <label for="delRows" class="form-check-label">Obriši sve redove sa nedostajućim vrednostima ({{selectedDataset.nullRows}} / TODO)</label><br> <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.DeleteColumns" @@ -66,29 +80,38 @@ data-bs-target="#fillMissingCustom.show"> <label for="delCols" class="form-check-label">Obriši sve kolone sa nedostajućim vrednostima ({{selectedDataset.nullCols}} / TODO)</label><br> - <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.Replace" class="form-check-input" - name="fillMissing" id="replace" data-bs-toggle="collapse" data-bs-target="#fillMissingCustom:not(.show)"> + <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.Replace" + class="form-check-input" name="fillMissing" id="replace" data-bs-toggle="collapse" + data-bs-target="#fillMissingCustom:not(.show)"> <label for="replace" class="form-check-label">Izabraću vrednosti koje će da zamene nedostajuće vrednosti za svaku kolonu...</label><br><br> <div class="collapse" id="fillMissingCustom"> <div> <label for="columnReplacers" class="form-label">Unesite zamenu za svaku kolonu:</label> + <div class="my-3" *ngIf="getSelectedNullColumnsArray().length > 0" > + <label class="text-center form-control mx-3 text-secondary"> + Kolone <span style="font-style: italic;" *ngFor="let colname of getSelectedNullColumnsArray(); let i = index"> + <span *ngIf="i != getSelectedNullColumnsArray().length - 1">{{colname}}, </span> + <span *ngIf="i == getSelectedNullColumnsArray().length - 1">{{colname}} </span> + </span> + nemaju nedostajućih vrednosti za popunjavanje. + </label> + </div> <div id="columnReplacers"> - <div *ngFor="let column of selectedDataset.columnInfo; let i = index" class="my-3"> - <div *ngIf="getInputById('cb_'+column.columnName).checked || selectedOutputColumnVal == column.columnName" - class=""> + <div *ngFor="let column of selectedColumnsInfoArray; let i = index" class="my-3"> + <div *ngIf="column.numNulls > 0"> <span class="w-20 mx-3"> - {{column.columnName}} <span class="small" style="color:gray;">({{column.numNulls}} - null) + {{column.columnName}} <span class="small" style="color:gray;">({{column.numNulls}} null) </span> </span> - - <label *ngIf="column.numNulls <= 0" class="text-center form-control mx-3 text-secondary"> + + <label *ngIf="column.numNulls <= 0" + class="text-center form-control mx-3 text-secondary"> Ova kolona nema nedostajućih vrednosti. </label> - + <div *ngIf="column.numNulls > 0" class="d-flex flex-row justify-content-end"> <div class="flex-grow-3 mx-3 me-auto"> <div class="input-group"> @@ -100,20 +123,22 @@ </label> </div> <input type="text" class="form-control" [id]="'fillText_'+column.columnName" - (keyup)="checkFillColRadio(column.columnName)" placeholder="Unesi vrednost..."> - + (keyup)="checkFillColRadio(column.columnName)" + placeholder="Unesi vrednost..."> + <div class="input-group-append"> <select [id]="'replaceOptions'+i" class="form-control btn-primary" - *ngIf="column.isNumber" (change)="replace($event, column);"> + *ngIf="column.isNumber" (change)="replace($event, column); checkFillColRadio(column.columnName);"> <option *ngFor="let option of Object.keys(ReplaceWith); let optionName of Object.values(ReplaceWith)" [value]="option"> {{ optionName }} </option> </select> - <select [id]="'replaceOptions'+i" class="form-control btn-outline-primary" + <select [id]="'replaceOptions'+i" + class="form-control btn-outline-primary" *ngIf="!column.isNumber && column.numNulls > 0" - (change)="replace($event, column);"> + (change)="replace($event, column); checkFillColRadio(column.columnName);"> <option *ngFor="let option of column.uniqueValues" [value]="option"> {{ option }} </option> @@ -121,7 +146,7 @@ </div> </div> </div> - + <div class="flex-shrink-1 mx-3"> <div class="input-group"> <label class="form-control" [for]="'delCol_'+column.columnName">Izbriši @@ -131,7 +156,7 @@ (change)="emptyFillTextInput(column.columnName)"></label> </div> </div> - + <div class="flex-shrink-1 mx-3"> <div class="input-group"> <label class="form-control" [for]="'delRows_'+column.columnName">Izbriši @@ -196,6 +221,60 @@ </div> </div> + <div id="randomOptions"> + <div class="col-3 mt-2"> + <label for="type" class="form-check-label">Nasumičan redosled podataka?</label> + <input class="mx-3 form-check-input" type="checkbox" [(ngModel)]="experiment.randomOrder" + type="checkbox" value="" checked> + </div> + <div class="border m-3"> + <div class="row p-2 m-2"> + <div class="col-4"> + <label for="splitYesNo" class="form-check-label"> + <h3>Podela test skupa: + <input id="splitYesNo" class="form-check-input" type="checkbox" + [checked]="experiment.randomTestSet" + (change)="experiment.randomTestSet = !experiment.randomTestSet"> + </h3> + </label> + </div> + <div class="col-8"> + trening + <mat-slider style="width: 85%;" min="10" max="90" step="10" value="10" + name="randomTestSetDistribution" thumbLabel [disabled]="!experiment.randomTestSet" + [(ngModel)]="tempTestSetDistribution"> + </mat-slider> + test + </div> + </div> + + <div class="row p-2 mx-2"> + <div class="col-4"> + <label for="percentage" class="form-label">Procenat podataka koji se uzima za trening + skup:</label> + </div> + <div class="col-2"> + <input id="percentage" type="number" class="form-control" min="10" max="90" step="10" value="90" + [(ngModel)]="tempTestSetDistribution" [disabled]="!experiment.randomTestSet"> + </div> + </div> + </div> + </div> + + <div id="encodingForColumns"> + <div class="col-3"> + <label for="encoding" class="col-form-label">Enkoding: </label> + </div> + <div class="col-2"> + <select id=encodingOptions class="form-control" name="encoding" [(ngModel)]="experiment.encoding"> + <option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)" + [value]="option"> + {{ optionName }} + </option> + </select> + </div> + </div> + </div> diff --git a/frontend/src/app/experiment/experiment.component.ts b/frontend/src/app/experiment/experiment.component.ts index 7ccca528..74ee9ee7 100644 --- a/frontend/src/app/experiment/experiment.component.ts +++ b/frontend/src/app/experiment/experiment.component.ts @@ -1,5 +1,5 @@ import { Component, OnInit } from '@angular/core'; -import Experiment, { NullValReplacer, NullValueOptions, ReplaceWith } from '../_data/Experiment'; +import Experiment, { NullValReplacer, NullValueOptions, ReplaceWith, Encoding } from '../_data/Experiment'; import Model from '../_data/Model'; import Dataset, { ColumnInfo } from '../_data/Dataset'; import { ModelsService } from '../_services/models.service'; @@ -20,12 +20,15 @@ export class ExperimentComponent implements OnInit { NullValueOptions = NullValueOptions; ReplaceWith = ReplaceWith; + Encoding = Encoding; Object = Object; selectedColumnsInfoArray: ColumnInfo[] = []; - selectedOutputColumnVal: string = ''; + //selectedOutputColumnVal: string = ''; selectedNullColumnsArray: string[] = []; + tempTestSetDistribution = 90; + constructor(private modelsService: ModelsService, private experimentsService: ExperimentsService) { } ngOnInit(): void { @@ -179,10 +182,13 @@ export class ExperimentComponent implements OnInit { for (let i = 0; i < pom.length; i++) this.experiment.inputColumns.push(pom[i].columnName); - this.selectedColumnsInfoArray = this.selectedColumnsInfoArray.filter(x => x.numNulls > 0); - //TREBAJU MI NULLVALUESREPLACERI + //this.experiment.outputColumn = this.selectedOutputColumnVal; + + this.selectedColumnsInfoArray = this.selectedColumnsInfoArray.filter(x => x.numNulls > 0); //obavezno this.experiment.nullValuesReplacers = this.getNullValuesReplacersArray(); + this.experiment.randomTestSetDistribution = 1 - Math.round(this.tempTestSetDistribution / 100 * 10) / 10; + console.log("Eksperiment:", this.experiment); this.experimentsService.addExperiment(this.experiment).subscribe((response) => { @@ -193,7 +199,9 @@ export class ExperimentComponent implements OnInit { Shared.openDialog("Obaveštenje", "Eksperiment je uspešno kreiran."); }, (error) => { - + if (error.error == "Experiment with this name exists") { + Shared.openDialog("Greška", "Eksperiment sa unetim nazivom već postoji u Vašoj kolekciji. Unesite neki drugi naziv."); + } }); } |